The cover establishes what Aisle is in one line: an AI app that plans an entire wedding through a team of specialized agents acting as the couple's personal planner across budget, venue, vendors, timeline, guest list, design, and negotiation, end to end. The positioning statement is deliberately plain. From the proposal to the last dance, Aisle owns the full arc of planning rather than a single slice of it. The round is a $3M seed on a SAFE at a $15M cap. That figure funds 24 months of runway, enough to reach Series A metrics, and the company projects EBITDA positive by Q4 2027 with a path to $40M ARR by 2028. These are the numbers the rest of the memo defends, and they appear unchanged on the ask slide and in the model. Nothing on the cover is rounded for effect. The context that makes this a fundable moment sits behind the tagline. Aisle is a consumer AI company in wedding tech, founded in 2025, launching in the United States and expanding to the UK and EU. It targets a market where 2.5M US couples marry each year, the average wedding costs roughly $33k, up 30% since 2019, and the US wedding industry is about $70B. Couples spend 200 to 300 hours planning across 14 or more vendors, and only about 15% hire a human planner because full-service planners cost $3,000 to $10,000. That gap, between the work a wedding demands and the help most couples can afford, is the opening Aisle is built to fill. The team named on the cover is the reason to believe the company can build it. Maya Chen, co-founder and CEO, was a product lead at Airbnb who scaled Experiences past 50M bookings and has planned 200+ events. David Okafor, co-founder and CTO, was a staff engineer at OpenAI who built agent infrastructure used by millions. Sofia Rossi, co-founder and COO, spent 10 years in weddings, came from The Knot, and built a vendor network of 5,000+. The cover, read closely, says a credible team is attacking a large, painful, underserved market with technology that only recently became reliable enough to do the job.

The cover establishes what Aisle is in one line: an AI app that plans an entire wedding through a team of specialized agents acting as the couple's personal planner across budget, venue, vendors, timeline, guest list, design, and negotiation, end to end. The positioning statement is deliberately plain. From the proposal to the last dance, Aisle owns the full arc of planning rather than a single slice of it.

The round is a $3M seed on a SAFE at a $15M cap. That figure funds 24 months of runway, enough to reach Series A metrics, and the company projects EBITDA positive by Q4 2027 with a path to $40M ARR by 2028. These are the numbers the rest of the memo defends, and they appear unchanged on the ask slide and in the model. Nothing on the cover is rounded for effect.

The context that makes this a fundable moment sits behind the tagline. Aisle is a consumer AI company in wedding tech, founded in 2025, launching in the United States and expanding to the UK and EU. It targets a market where 2.5M US couples marry each year, the average wedding costs roughly $33k, up 30% since 2019, and the US wedding industry is about $70B. Couples spend 200 to 300 hours planning across 14 or more vendors, and only about 15% hire a human planner because full-service planners cost $3,000 to $10,000. That gap, between the work a wedding demands and the help most couples can afford, is the opening Aisle is built to fill.

The team named on the cover is the reason to believe the company can build it. Maya Chen, co-founder and CEO, was a product lead at Airbnb who scaled Experiences past 50M bookings and has planned 200+ events. David Okafor, co-founder and CTO, was a staff engineer at OpenAI who built agent infrastructure used by millions. Sofia Rossi, co-founder and COO, spent 10 years in weddings, came from The Knot, and built a vendor network of 5,000+. The cover, read closely, says a credible team is attacking a large, painful, underserved market with technology that only recently became reliable enough to do the job.

The problem slide quantifies why wedding planning is broken for almost everyone who does it. Each year 2.5M US couples plan a wedding, and the average cost has climbed to roughly $33k, up 30% since 2019. The industry around them is about $70B. These are large, durable numbers, and they frame planning as a high-stakes project that most people undertake exactly once with no training. The core pain is time. A wedding takes 200 to 300 hours to plan and pulls the couple across 14 or more vendors, coordinated through spreadsheets, email, and group chats. There is no system of record. Decisions live in scattered threads, quotes arrive in inconsistent formats, and the couple becomes the integration layer between a dozen independent businesses. The work is real labor, and it lands on people who already have full-time jobs. The second pain is cost of help. Full-service human planners charge $3,000 to $10,000, so only about 15% of couples use one. That leaves roughly 85% of couples managing a five-figure, 14-vendor project alone. The market has effectively decided that professional planning is a luxury good, which means most couples get no guidance precisely when the financial stakes are highest. The third pain is money control. Couples overrun budget by about 28% on average, with no live view of spend. Budgets are set once in a spreadsheet and then drift, because every vendor conversation happens in isolation and nothing reconciles back to a running total. A 28% overrun on a $33k wedding is close to $9k of unplanned spend, and couples discover it after the fact rather than in time to adjust. Read together, these points describe a single structural failure. Wedding planning is expensive, time-consuming, fragmented, and financially uncontrolled, and the one professional fix, a human planner, is priced out of reach for the large majority. The slide is not arguing that weddings are stressful in the abstract. It is showing that the cost of doing this well is currently $3,000 to $10,000 or 200-plus hours of personal time, and that 85% of couples pay one of those prices because there is no third option. Aisle is built to be that third option.

The problem slide quantifies why wedding planning is broken for almost everyone who does it. Each year 2.5M US couples plan a wedding, and the average cost has climbed to roughly $33k, up 30% since 2019. The industry around them is about $70B. These are large, durable numbers, and they frame planning as a high-stakes project that most people undertake exactly once with no training.

The core pain is time. A wedding takes 200 to 300 hours to plan and pulls the couple across 14 or more vendors, coordinated through spreadsheets, email, and group chats. There is no system of record. Decisions live in scattered threads, quotes arrive in inconsistent formats, and the couple becomes the integration layer between a dozen independent businesses. The work is real labor, and it lands on people who already have full-time jobs.

The second pain is cost of help. Full-service human planners charge $3,000 to $10,000, so only about 15% of couples use one. That leaves roughly 85% of couples managing a five-figure, 14-vendor project alone. The market has effectively decided that professional planning is a luxury good, which means most couples get no guidance precisely when the financial stakes are highest.

The third pain is money control. Couples overrun budget by about 28% on average, with no live view of spend. Budgets are set once in a spreadsheet and then drift, because every vendor conversation happens in isolation and nothing reconciles back to a running total. A 28% overrun on a $33k wedding is close to $9k of unplanned spend, and couples discover it after the fact rather than in time to adjust.

Read together, these points describe a single structural failure. Wedding planning is expensive, time-consuming, fragmented, and financially uncontrolled, and the one professional fix, a human planner, is priced out of reach for the large majority. The slide is not arguing that weddings are stressful in the abstract. It is showing that the cost of doing this well is currently $3,000 to $10,000 or 200-plus hours of personal time, and that 85% of couples pay one of those prices because there is no third option. Aisle is built to be that third option.

The solution slide states what Aisle does and why it changes the economics of planning. Aisle's AI agents plan the wedding, match vendors, negotiate quotes, and coordinate the whole event for a fraction of a human planner's fee. The key word is team. This is not a chatbot answering questions. It is a set of specialized agents that each own a function and work together the way a planning firm would, except priced as an app rather than at $3,000 to $10,000. The slide names the core agents so the claim is concrete. Smart Budget tracks spend live and fires overspend alerts, which directly attacks the 28% average budget overrun couples currently suffer with no live view. Vendor Match surfaces vetted vendors that fit the couple's style and budget and returns instant quotes, collapsing the search and pricing work that normally spans weeks. The Timeline Agent handles both the planning schedule and the day-of run sheet. Guest and RSVP manages invites, meal choices, and seating. The Negotiator drafts and negotiates vendor quotes on the couple's behalf, which is the function couples are least equipped to do themselves and where a planner earns their fee. Taken together these agents cover the same scope a full-service planner covers, budget, venue, vendors, timeline, guest list, design, and negotiation, end to end. That is the substance behind the one-liner. The slide is arguing that the work a $3,000 to $10,000 planner does is now decomposable into agent tasks that software can run reliably, and that doing so removes both the cost barrier and the 200-to-300-hour time barrier at the same time. The strategic point underneath is that Aisle is full-service, not a single tool. Plenty of products solve one piece, a budget spreadsheet, a vendor directory, an RSVP site. Aisle's claim is that the value is in the coordination across pieces, because the couple's real burden is being the integration layer between 14-plus vendors. By owning the whole arc and letting the agents talk to each other and to vendors, Aisle turns a fragmented, manual, overspending process into one coordinated system that a couple can run from an app for under $60 a month. That is the case the rest of the deck monetizes.

The solution slide states what Aisle does and why it changes the economics of planning. Aisle's AI agents plan the wedding, match vendors, negotiate quotes, and coordinate the whole event for a fraction of a human planner's fee. The key word is team. This is not a chatbot answering questions. It is a set of specialized agents that each own a function and work together the way a planning firm would, except priced as an app rather than at $3,000 to $10,000.

The slide names the core agents so the claim is concrete. Smart Budget tracks spend live and fires overspend alerts, which directly attacks the 28% average budget overrun couples currently suffer with no live view. Vendor Match surfaces vetted vendors that fit the couple's style and budget and returns instant quotes, collapsing the search and pricing work that normally spans weeks. The Timeline Agent handles both the planning schedule and the day-of run sheet. Guest and RSVP manages invites, meal choices, and seating. The Negotiator drafts and negotiates vendor quotes on the couple's behalf, which is the function couples are least equipped to do themselves and where a planner earns their fee.

Taken together these agents cover the same scope a full-service planner covers, budget, venue, vendors, timeline, guest list, design, and negotiation, end to end. That is the substance behind the one-liner. The slide is arguing that the work a $3,000 to $10,000 planner does is now decomposable into agent tasks that software can run reliably, and that doing so removes both the cost barrier and the 200-to-300-hour time barrier at the same time.

The strategic point underneath is that Aisle is full-service, not a single tool. Plenty of products solve one piece, a budget spreadsheet, a vendor directory, an RSVP site. Aisle's claim is that the value is in the coordination across pieces, because the couple's real burden is being the integration layer between 14-plus vendors. By owning the whole arc and letting the agents talk to each other and to vendors, Aisle turns a fragmented, manual, overspending process into one coordinated system that a couple can run from an app for under $60 a month. That is the case the rest of the deck monetizes.

The product slide makes the solution tangible by showing the five agents as a working planning team rather than a feature list. Each agent maps to a concrete job the couple would otherwise do by hand or pay a planner to do. Smart Budget gives a live view of spend with overspend alerts, which is the direct answer to the 28% average overrun and the absence of any running total today. Vendor Match returns vetted vendors filtered by style and budget with instant quotes, replacing weeks of searching and emailing across 14-plus vendors. The Timeline Agent owns both the long planning schedule and the day-of timeline. Guest and RSVP runs invites, meal selections, and seating. The Negotiator drafts and negotiates vendor quotes, the highest-leverage and least comfortable task for most couples. The value of presenting these as distinct agents is that it shows depth. A general assistant would answer questions about a wedding. Aisle's agents do the wedding. They hold state, track money, talk to vendors, and coordinate with each other, which is what a human planning team does and what a directory or a chatbot cannot. The product is the operating system for the event, with the couple supervising rather than executing. The slide also signals that the product is buildable by this specific team. David Okafor, co-founder and CTO, was a staff engineer at OpenAI and built agent infrastructure used by millions, which is the exact capability multi-agent coordination requires. Sofia Rossi, co-founder and COO, came from The Knot with 10 years in weddings and a 5,000-plus vendor network, which is the domain knowledge that decides whether Vendor Match and the Negotiator actually work in the real market. The product is not generic AI applied to weddings. It is agent infrastructure paired with deep wedding operations. The underlying argument is that each agent removes a measurable cost. Together they replace the function of a planner that 85% of couples cannot afford, at app pricing of Free, $29 a month, or $59 a month. The product slide is where the memo shows that the sub-$60 promise is real work being done by software, not a thin wrapper over existing tools. That is what lets Aisle charge a subscription and earn vendor commissions rather than competing as another directory.

The product slide makes the solution tangible by showing the five agents as a working planning team rather than a feature list. Each agent maps to a concrete job the couple would otherwise do by hand or pay a planner to do. Smart Budget gives a live view of spend with overspend alerts, which is the direct answer to the 28% average overrun and the absence of any running total today. Vendor Match returns vetted vendors filtered by style and budget with instant quotes, replacing weeks of searching and emailing across 14-plus vendors. The Timeline Agent owns both the long planning schedule and the day-of timeline. Guest and RSVP runs invites, meal selections, and seating. The Negotiator drafts and negotiates vendor quotes, the highest-leverage and least comfortable task for most couples.

The value of presenting these as distinct agents is that it shows depth. A general assistant would answer questions about a wedding. Aisle's agents do the wedding. They hold state, track money, talk to vendors, and coordinate with each other, which is what a human planning team does and what a directory or a chatbot cannot. The product is the operating system for the event, with the couple supervising rather than executing.

The slide also signals that the product is buildable by this specific team. David Okafor, co-founder and CTO, was a staff engineer at OpenAI and built agent infrastructure used by millions, which is the exact capability multi-agent coordination requires. Sofia Rossi, co-founder and COO, came from The Knot with 10 years in weddings and a 5,000-plus vendor network, which is the domain knowledge that decides whether Vendor Match and the Negotiator actually work in the real market. The product is not generic AI applied to weddings. It is agent infrastructure paired with deep wedding operations.

The underlying argument is that each agent removes a measurable cost. Together they replace the function of a planner that 85% of couples cannot afford, at app pricing of Free, $29 a month, or $59 a month. The product slide is where the memo shows that the sub-$60 promise is real work being done by software, not a thin wrapper over existing tools. That is what lets Aisle charge a subscription and earn vendor commissions rather than competing as another directory.

The how-it-works slide walks the couple through the journey so an investor can see how a $33k, 200-to-300-hour project becomes a guided flow. It is five steps, and each one converts a current pain into an in-app action. Step one, share your vision, is a five-minute chat. The couple describes the wedding they want, and that single input replaces the blank spreadsheet and the open-ended question that usually starts months of fragmented research. Step two, the system returns a budget, a timeline, and a vendor shortlist. In minutes the couple has the three artifacts that normally take weeks to assemble and that most couples never get from a professional because planners cost $3,000 to $10,000. Step three, the couple matches and books vendors in-app, so the search, the quotes, and the booking happen in one place rather than across email and 14-plus separate vendor threads. Step four is the coordination layer and the heart of the product. The agents coordinate messages, payments, and the timeline on the couple's behalf. This is where Aisle removes the integration burden that is the real reason planning takes 200 to 300 hours. The couple stops being the relay between a dozen vendors, and the system keeps every conversation, payment, and date reconciled to one plan and one live budget. Step five, the couple shows up to a planned, on-budget wedding. That outcome is the explicit counter to the 28% average overrun couples face today with no live view of spend. The slide is making a flow argument, not a feature argument. It shows that the distance from I am engaged to I am married can be a small number of supervised steps rather than an unstructured project. Each handoff is designed so the couple decides and the agents execute, which is exactly how a human planner works and why couples value one. The strategic read is that this flow is also the retention and monetization engine. The five-minute chat is low-friction acquisition, the budget and shortlist create immediate value that pulls the couple into the app, in-app booking is where vendor commissions of 8 to 12% are earned, and coordination over the roughly 12-month planning window is what sustains the subscription. The user journey and the revenue model are the same path.

The how-it-works slide walks the couple through the journey so an investor can see how a $33k, 200-to-300-hour project becomes a guided flow. It is five steps, and each one converts a current pain into an in-app action.

Step one, share your vision, is a five-minute chat. The couple describes the wedding they want, and that single input replaces the blank spreadsheet and the open-ended question that usually starts months of fragmented research. Step two, the system returns a budget, a timeline, and a vendor shortlist. In minutes the couple has the three artifacts that normally take weeks to assemble and that most couples never get from a professional because planners cost $3,000 to $10,000. Step three, the couple matches and books vendors in-app, so the search, the quotes, and the booking happen in one place rather than across email and 14-plus separate vendor threads.

Step four is the coordination layer and the heart of the product. The agents coordinate messages, payments, and the timeline on the couple's behalf. This is where Aisle removes the integration burden that is the real reason planning takes 200 to 300 hours. The couple stops being the relay between a dozen vendors, and the system keeps every conversation, payment, and date reconciled to one plan and one live budget. Step five, the couple shows up to a planned, on-budget wedding. That outcome is the explicit counter to the 28% average overrun couples face today with no live view of spend.

The slide is making a flow argument, not a feature argument. It shows that the distance from I am engaged to I am married can be a small number of supervised steps rather than an unstructured project. Each handoff is designed so the couple decides and the agents execute, which is exactly how a human planner works and why couples value one.

The strategic read is that this flow is also the retention and monetization engine. The five-minute chat is low-friction acquisition, the budget and shortlist create immediate value that pulls the couple into the app, in-app booking is where vendor commissions of 8 to 12% are earned, and coordination over the roughly 12-month planning window is what sustains the subscription. The user journey and the revenue model are the same path.

The features slide turns the product into specific, defensible capabilities and ties each to a cost it removes. Smart Budget provides live tracking with overspend alerts. This is the feature that attacks the headline pain on the problem slide, the 28% average budget overrun that couples discover only after the fact because nothing today gives them a running total. By reconciling every booking and payment to one live number, Aisle changes overspend from a post-mortem into a real-time decision. Vendor Match surfaces vetted vendors that fit the couple's style and budget and returns instant quotes. Two things matter here. Vetted means quality control, which is why Sofia Rossi's 5,000-plus vendor network from her decade at The Knot is a real asset rather than a line on a bio. Instant quotes means the slow, manual quote-gathering that stretches planning across weeks becomes immediate, which is a concrete chunk of the 200-to-300-hour burden eliminated. The Timeline Agent covers planning and day-of, so the couple has one system for the months of preparation and for the run sheet on the wedding day itself. Guest and RSVP handles invites, meals, and seating, the administrative grind that competitors treat as a standalone product but Aisle folds into the same coordinated plan. The Negotiator drafts and negotiates vendor quotes, which is the single feature that most directly justifies premium pricing, because negotiating with vendors is the work couples are least equipped for and exactly what they would pay a human planner to handle. The slide is arguing that these are not five disconnected tools but one planning team. Each feature owns a function, and the agents share state so the budget reflects the bookings, the timeline reflects the vendors, and the guest list reflects the seating. That shared context is the moat. A directory or a spreadsheet cannot do it because the data lives in separate silos. The investor takeaway is that every feature maps to either a cost removed or a fee justified. Smart Budget and the Negotiator save the couple money, Vendor Match and the Timeline Agent save the couple time, and Guest and RSVP removes administrative drag. Together they replace a $3,000-to-$10,000 planner at Free, $29 a month, or $59 a month, and the breadth of the feature set is what supports both the subscription and the 8-to-12% vendor commission.

The features slide turns the product into specific, defensible capabilities and ties each to a cost it removes. Smart Budget provides live tracking with overspend alerts. This is the feature that attacks the headline pain on the problem slide, the 28% average budget overrun that couples discover only after the fact because nothing today gives them a running total. By reconciling every booking and payment to one live number, Aisle changes overspend from a post-mortem into a real-time decision.

Vendor Match surfaces vetted vendors that fit the couple's style and budget and returns instant quotes. Two things matter here. Vetted means quality control, which is why Sofia Rossi's 5,000-plus vendor network from her decade at The Knot is a real asset rather than a line on a bio. Instant quotes means the slow, manual quote-gathering that stretches planning across weeks becomes immediate, which is a concrete chunk of the 200-to-300-hour burden eliminated.

The Timeline Agent covers planning and day-of, so the couple has one system for the months of preparation and for the run sheet on the wedding day itself. Guest and RSVP handles invites, meals, and seating, the administrative grind that competitors treat as a standalone product but Aisle folds into the same coordinated plan. The Negotiator drafts and negotiates vendor quotes, which is the single feature that most directly justifies premium pricing, because negotiating with vendors is the work couples are least equipped for and exactly what they would pay a human planner to handle.

The slide is arguing that these are not five disconnected tools but one planning team. Each feature owns a function, and the agents share state so the budget reflects the bookings, the timeline reflects the vendors, and the guest list reflects the seating. That shared context is the moat. A directory or a spreadsheet cannot do it because the data lives in separate silos.

The investor takeaway is that every feature maps to either a cost removed or a fee justified. Smart Budget and the Negotiator save the couple money, Vendor Match and the Timeline Agent save the couple time, and Guest and RSVP removes administrative drag. Together they replace a $3,000-to-$10,000 planner at Free, $29 a month, or $59 a month, and the breadth of the feature set is what supports both the subscription and the 8-to-12% vendor commission.

The why-now slide makes the case that Aisle is possible today and would not have been a few years ago, on both the technology side and the market side. The argument rests on two shifts arriving at once. The first shift is technical. AI agents became production-ready across 2024 and 2025. Until recently, an agent could answer questions but could not reliably plan a multi-step project, negotiate with counterparties, or coordinate across many vendors without breaking. That capability is exactly what wedding planning requires, because a wedding is a 14-plus-vendor project with budgets, dependencies, and live negotiations. The moment agents could run that kind of work reliably is the moment a product like Aisle could exist. This is not a forecast. The team building it includes David Okafor, who built agent infrastructure at OpenAI used by millions, so the company is applying capability that already shipped at scale rather than betting on capability that might arrive. The second shift is market demand, and it has two parts. Wedding costs are at record highs, with the average wedding up 30% since 2019 to roughly $33k. As the financial stakes rise, the value of controlling spend and avoiding the 28% average overrun rises with them, which makes couples more willing to pay for help. At the same time, only about 15% of couples can afford a $3,000-to-$10,000 human planner, so rising cost is increasing the need for guidance precisely as the traditional solution stays out of reach. The pain is widening and the old fix is not closing it. The third part is the buyer. Today's couples are millennial and Gen Z, digital-first, and they expect to run a major life project from an app, not a three-ring binder. Their default behavior is to search, compare, and transact on a phone, which is the exact surface Aisle ships on. A wedding-planning app meets them where they already are, while spreadsheets and directories ask them to do the integration work by hand. Put together, the slide argues that supply-side capability and demand-side readiness converged in this window. The technology to run a wedding by agent only just became reliable, costs just hit records that sharpen demand, and the buyers just became a generation that wants an app. Aisle is launching into that convergence rather than ahead of it.

The why-now slide makes the case that Aisle is possible today and would not have been a few years ago, on both the technology side and the market side. The argument rests on two shifts arriving at once.

The first shift is technical. AI agents became production-ready across 2024 and 2025. Until recently, an agent could answer questions but could not reliably plan a multi-step project, negotiate with counterparties, or coordinate across many vendors without breaking. That capability is exactly what wedding planning requires, because a wedding is a 14-plus-vendor project with budgets, dependencies, and live negotiations. The moment agents could run that kind of work reliably is the moment a product like Aisle could exist. This is not a forecast. The team building it includes David Okafor, who built agent infrastructure at OpenAI used by millions, so the company is applying capability that already shipped at scale rather than betting on capability that might arrive.

The second shift is market demand, and it has two parts. Wedding costs are at record highs, with the average wedding up 30% since 2019 to roughly $33k. As the financial stakes rise, the value of controlling spend and avoiding the 28% average overrun rises with them, which makes couples more willing to pay for help. At the same time, only about 15% of couples can afford a $3,000-to-$10,000 human planner, so rising cost is increasing the need for guidance precisely as the traditional solution stays out of reach. The pain is widening and the old fix is not closing it.

The third part is the buyer. Today's couples are millennial and Gen Z, digital-first, and they expect to run a major life project from an app, not a three-ring binder. Their default behavior is to search, compare, and transact on a phone, which is the exact surface Aisle ships on. A wedding-planning app meets them where they already are, while spreadsheets and directories ask them to do the integration work by hand.

Put together, the slide argues that supply-side capability and demand-side readiness converged in this window. The technology to run a wedding by agent only just became reliable, costs just hit records that sharpen demand, and the buyers just became a generation that wants an app. Aisle is launching into that convergence rather than ahead of it.

The why-now slide makes the case that Aisle is possible today and would not have been a few years ago, on both the technology side and the market side. The argument rests on two shifts arriving at once. The first shift is technical. AI agents became production-ready across 2024 and 2025. Until recently, an agent could answer questions but could not reliably plan a multi-step project, negotiate with counterparties, or coordinate across many vendors without breaking. That capability is exactly what wedding planning requires, because a wedding is a 14-plus-vendor project with budgets, dependencies, and live negotiations. The moment agents could run that kind of work reliably is the moment a product like Aisle could exist. This is not a forecast. The team building it includes David Okafor, who built agent infrastructure at OpenAI used by millions, so the company is applying capability that already shipped at scale rather than betting on capability that might arrive. The second shift is market demand, and it has two parts. Wedding costs are at record highs, with the average wedding up 30% since 2019 to roughly $33k. As the financial stakes rise, the value of controlling spend and avoiding the 28% average overrun rises with them, which makes couples more willing to pay for help. At the same time, only about 15% of couples can afford a $3,000-to-$10,000 human planner, so rising cost is increasing the need for guidance precisely as the traditional solution stays out of reach. The pain is widening and the old fix is not closing it. The third part is the buyer. Today's couples are millennial and Gen Z, digital-first, and they expect to run a major life project from an app, not a three-ring binder. Their default behavior is to search, compare, and transact on a phone, which is the exact surface Aisle ships on. A wedding-planning app meets them where they already are, while spreadsheets and directories ask them to do the integration work by hand. Put together, the slide argues that supply-side capability and demand-side readiness converged in this window. The technology to run a wedding by agent only just became reliable, costs just hit records that sharpen demand, and the buyers just became a generation that wants an app. Aisle is launching into that convergence rather than ahead of it.

The why-now slide makes the case that Aisle is possible today and would not have been a few years ago, on both the technology side and the market side. The argument rests on two shifts arriving at once.

The first shift is technical. AI agents became production-ready across 2024 and 2025. Until recently, an agent could answer questions but could not reliably plan a multi-step project, negotiate with counterparties, or coordinate across many vendors without breaking. That capability is exactly what wedding planning requires, because a wedding is a 14-plus-vendor project with budgets, dependencies, and live negotiations. The moment agents could run that kind of work reliably is the moment a product like Aisle could exist. This is not a forecast. The team building it includes David Okafor, who built agent infrastructure at OpenAI used by millions, so the company is applying capability that already shipped at scale rather than betting on capability that might arrive.

The second shift is market demand, and it has two parts. Wedding costs are at record highs, with the average wedding up 30% since 2019 to roughly $33k. As the financial stakes rise, the value of controlling spend and avoiding the 28% average overrun rises with them, which makes couples more willing to pay for help. At the same time, only about 15% of couples can afford a $3,000-to-$10,000 human planner, so rising cost is increasing the need for guidance precisely as the traditional solution stays out of reach. The pain is widening and the old fix is not closing it.

The third part is the buyer. Today's couples are millennial and Gen Z, digital-first, and they expect to run a major life project from an app, not a three-ring binder. Their default behavior is to search, compare, and transact on a phone, which is the exact surface Aisle ships on. A wedding-planning app meets them where they already are, while spreadsheets and directories ask them to do the integration work by hand.

Put together, the slide argues that supply-side capability and demand-side readiness converged in this window. The technology to run a wedding by agent only just became reliable, costs just hit records that sharpen demand, and the buyers just became a generation that wants an app. Aisle is launching into that convergence rather than ahead of it.

The market slide sizes the opportunity from the bottom up and keeps every number tied to the real wedding economy rather than to a top-down guess. The total addressable market is $12B, built from 2.5M US weddings a year multiplied by roughly $4,800 of planning and services spend per wedding. That per-wedding figure is the slice of the roughly $33k average wedding that maps to planning, coordination, and the services Aisle touches, not the full cost of the event, which keeps the TAM honest. The serviceable addressable market is $4.8B, defined as digital-first couples in target US metros, about 40% of TAM. This is the deliberate narrowing that matters to an investor. Aisle is not claiming every couple. It is claiming the couples who already plan major purchases on their phones and live in the metros where vendor supply is dense enough to make Vendor Match work. That is the population where the product is strongest and the go-to-market is cheapest. The serviceable obtainable market is $240M, set at 5% of SAM within five years. The slide benchmarks that capture rate against the early trajectories of Zola and HoneyBook, companies that reached comparable share of the wedding and small-business services market in their first years. Anchoring the SOM to real comparables rather than an arbitrary penetration assumption is what makes the $240M defensible. The broader context behind these numbers is a roughly $70B US wedding industry serving 2.5M couples a year, with average spend up 30% since 2019. The industry is large, growing, and structurally underserved on the planning side, where only about 15% of couples can afford professional help. The market slide is using a big, durable industry to frame a focused, reachable target. The argument the slide makes is that the opportunity is large enough to build a venture-scale company and concrete enough to underwrite. A $12B TAM supports the ambition, a $4.8B SAM defines where Aisle actually competes, and a $240M SOM benchmarked to Zola and HoneyBook gives a five-year target that the company can be measured against. Set against the $3M seed and the path to $40M ARR by 2028, the SOM shows there is more than enough room for the plan to land well inside the obtainable market.

The market slide sizes the opportunity from the bottom up and keeps every number tied to the real wedding economy rather than to a top-down guess. The total addressable market is $12B, built from 2.5M US weddings a year multiplied by roughly $4,800 of planning and services spend per wedding. That per-wedding figure is the slice of the roughly $33k average wedding that maps to planning, coordination, and the services Aisle touches, not the full cost of the event, which keeps the TAM honest.

The serviceable addressable market is $4.8B, defined as digital-first couples in target US metros, about 40% of TAM. This is the deliberate narrowing that matters to an investor. Aisle is not claiming every couple. It is claiming the couples who already plan major purchases on their phones and live in the metros where vendor supply is dense enough to make Vendor Match work. That is the population where the product is strongest and the go-to-market is cheapest.

The serviceable obtainable market is $240M, set at 5% of SAM within five years. The slide benchmarks that capture rate against the early trajectories of Zola and HoneyBook, companies that reached comparable share of the wedding and small-business services market in their first years. Anchoring the SOM to real comparables rather than an arbitrary penetration assumption is what makes the $240M defensible.

The broader context behind these numbers is a roughly $70B US wedding industry serving 2.5M couples a year, with average spend up 30% since 2019. The industry is large, growing, and structurally underserved on the planning side, where only about 15% of couples can afford professional help. The market slide is using a big, durable industry to frame a focused, reachable target.

The argument the slide makes is that the opportunity is large enough to build a venture-scale company and concrete enough to underwrite. A $12B TAM supports the ambition, a $4.8B SAM defines where Aisle actually competes, and a $240M SOM benchmarked to Zola and HoneyBook gives a five-year target that the company can be measured against. Set against the $3M seed and the path to $40M ARR by 2028, the SOM shows there is more than enough room for the plan to land well inside the obtainable market.

The business model slide shows how Aisle makes money from each wedding through two reinforcing streams, a subscription and vendor commissions, on top of a freemium base. The freemium structure is the front door. Couples start free, which removes any barrier to the five-minute onboarding chat, then upgrade to Plus at $29 a month or Pro at $59 a month as planning deepens. Because the planning window runs about 12 months, a paying couple represents close to a year of subscription revenue, not a one-month transaction. At $29 to $59 a month over roughly 12 months, the subscription alone is a meaningful per-wedding contribution before any commission. The second stream is vendor commissions of 8 to 12% on bookings made through Aisle, plus featured vendor placement and marketplace fees. This is the larger long-term lever, because a single wedding books many vendors and the average wedding is roughly $33k. Even a modest share of that spend flowing through Aisle at 8 to 12% produces commission revenue per wedding that can exceed the subscription. The two streams also align incentives. The subscription funds the planning agents that make booking easy, and the bookings those agents drive generate the commissions. The slide stresses strong unit economics, and the drivers are specific. Customer acquisition cost is low because demand comes through organic social, vendor-led invitations, and couple referrals rather than paid performance marketing. Intent is high because a couple planning a wedding is in-market by definition, with a fixed date and a real budget. And the roughly 12-month subscription window plus commission upside means each acquired couple is monetized repeatedly across the planning cycle rather than once. The strategic point is that Aisle is not choosing between a software model and a marketplace model. It runs both, and they compound. The subscription captures the value of planning, the commission captures the value of transacting, and the same agents power both. That dual stream is what supports the path to $40M ARR by 2028 and EBITDA positive by Q4 2027. The slide is arguing that the monetization is durable rather than fragile. Pricing sits far below the $3,000-to-$10,000 a human planner charges, so there is room to capture value, and the freemium funnel plus low-CAC channels means the model can scale without spending its margin to acquire each couple.

The business model slide shows how Aisle makes money from each wedding through two reinforcing streams, a subscription and vendor commissions, on top of a freemium base. The freemium structure is the front door. Couples start free, which removes any barrier to the five-minute onboarding chat, then upgrade to Plus at $29 a month or Pro at $59 a month as planning deepens. Because the planning window runs about 12 months, a paying couple represents close to a year of subscription revenue, not a one-month transaction. At $29 to $59 a month over roughly 12 months, the subscription alone is a meaningful per-wedding contribution before any commission.

The second stream is vendor commissions of 8 to 12% on bookings made through Aisle, plus featured vendor placement and marketplace fees. This is the larger long-term lever, because a single wedding books many vendors and the average wedding is roughly $33k. Even a modest share of that spend flowing through Aisle at 8 to 12% produces commission revenue per wedding that can exceed the subscription. The two streams also align incentives. The subscription funds the planning agents that make booking easy, and the bookings those agents drive generate the commissions.

The slide stresses strong unit economics, and the drivers are specific. Customer acquisition cost is low because demand comes through organic social, vendor-led invitations, and couple referrals rather than paid performance marketing. Intent is high because a couple planning a wedding is in-market by definition, with a fixed date and a real budget. And the roughly 12-month subscription window plus commission upside means each acquired couple is monetized repeatedly across the planning cycle rather than once.

The strategic point is that Aisle is not choosing between a software model and a marketplace model. It runs both, and they compound. The subscription captures the value of planning, the commission captures the value of transacting, and the same agents power both. That dual stream is what supports the path to $40M ARR by 2028 and EBITDA positive by Q4 2027.

The slide is arguing that the monetization is durable rather than fragile. Pricing sits far below the $3,000-to-$10,000 a human planner charges, so there is room to capture value, and the freemium funnel plus low-CAC channels means the model can scale without spending its margin to acquire each couple.

The go-to-market slide explains how Aisle acquires couples cheaply at the exact moment they enter the market, which is the assumption behind the low-CAC unit economics. The strategy is built on channels where engaged couples already congregate, so acquisition rides existing behavior rather than buying attention. The first and largest channel is organic wedding social on TikTok and Instagram, which is the top discovery channel for couples planning a wedding. Wedding content is high-volume, high-engagement, and inherently shareable, so an app that produces visible results, a budget, a timeline, a vendor shortlist in minutes, is well suited to organic distribution. This is the channel that keeps CAC low at the top of the funnel. The second channel is vendor partnerships, and it is the structural one. Vendors invite couples onto Aisle, which means supply generates demand. A photographer or venue with couples to serve brings those couples into the app, and Sofia Rossi's 5,000-plus vendor network is the seed for exactly this motion. Each vendor relationship is a recurring source of qualified, in-market couples rather than a one-time placement. The third channel is couple referrals, and weddings are uniquely good at this. Every wedding exposes the product to partners, family, the wedding party, and the vendors involved, many of whom are themselves approaching their own weddings or know someone who is. One wedding seeds the next, which gives Aisle a built-in referral loop without paying for it. The remaining channels reinforce these. Wedding creators and influencers extend the organic social motion with trusted voices. App store presence and SEO capture high-intent searches, the couples actively looking for help right now, who convert at the highest rates. The argument the slide makes is that every channel is either organic, vendor-led, or referral-driven, which is why the model can claim low CAC and strong unit economics. None of the primary channels depends on paid performance marketing, so growth does not consume the margin. The channels also compound, because vendor partnerships and referrals both create supply and demand at once, and social plus SEO capture the high-intent couples those loops surface. This is the engine that turns the $4.8B serviceable market and the $240M five-year target into a reachable plan, and it is what the growth portion of the $3M raise is meant to accelerate.

The go-to-market slide explains how Aisle acquires couples cheaply at the exact moment they enter the market, which is the assumption behind the low-CAC unit economics. The strategy is built on channels where engaged couples already congregate, so acquisition rides existing behavior rather than buying attention.

The first and largest channel is organic wedding social on TikTok and Instagram, which is the top discovery channel for couples planning a wedding. Wedding content is high-volume, high-engagement, and inherently shareable, so an app that produces visible results, a budget, a timeline, a vendor shortlist in minutes, is well suited to organic distribution. This is the channel that keeps CAC low at the top of the funnel.

The second channel is vendor partnerships, and it is the structural one. Vendors invite couples onto Aisle, which means supply generates demand. A photographer or venue with couples to serve brings those couples into the app, and Sofia Rossi's 5,000-plus vendor network is the seed for exactly this motion. Each vendor relationship is a recurring source of qualified, in-market couples rather than a one-time placement.

The third channel is couple referrals, and weddings are uniquely good at this. Every wedding exposes the product to partners, family, the wedding party, and the vendors involved, many of whom are themselves approaching their own weddings or know someone who is. One wedding seeds the next, which gives Aisle a built-in referral loop without paying for it.

The remaining channels reinforce these. Wedding creators and influencers extend the organic social motion with trusted voices. App store presence and SEO capture high-intent searches, the couples actively looking for help right now, who convert at the highest rates.

The argument the slide makes is that every channel is either organic, vendor-led, or referral-driven, which is why the model can claim low CAC and strong unit economics. None of the primary channels depends on paid performance marketing, so growth does not consume the margin. The channels also compound, because vendor partnerships and referrals both create supply and demand at once, and social plus SEO capture the high-intent couples those loops surface. This is the engine that turns the $4.8B serviceable market and the $240M five-year target into a reachable plan, and it is what the growth portion of the $3M raise is meant to accelerate.

The team slide is the strongest single argument in the memo, because it pairs three founders whose exact backgrounds match the three things this company has to get right: agent technology, wedding operations, and consumer product scale. The point of the slide is that the hard parts of Aisle are not generic. They require people who have already done these specific jobs, and all three founders have. Maya Chen, co-founder and CEO, was a product lead at Airbnb who scaled Experiences to more than 50M bookings and has personally planned 200-plus events. That is the rare combination of building a consumer marketplace at massive scale and understanding event planning from the inside. She has shipped the kind of product Aisle is, a two-sided consumer marketplace, and she knows what planning an event actually demands. David Okafor, co-founder and CTO, was a staff engineer at OpenAI who built agent infrastructure used by millions. This is the capability the entire product depends on. Aisle is a team of coordinating agents, and reliable multi-agent infrastructure is the difference between a working planner and a demo. Having that expertise in-house, from the company that defined the category, de-risks the central technical bet. Sofia Rossi, co-founder and COO, spent 10 years in weddings, came from The Knot, and built a vendor network of 5,000-plus. She supplies the domain knowledge and the supply side. Vendor Match, the Negotiator, and the commission model all rest on real vendor relationships and an understanding of how the wedding industry prices and operates, and she brings both, along with a network that seeds the vendor-led go-to-market from day one. The slide is arguing that the three founders cover the full surface area of the business with no obvious gap. Product and marketplace, agent engineering, and wedding supply are each owned by a founder who has done that exact work at a company investors recognize, Airbnb, OpenAI, and The Knot. For a seed company, where the bet is largely a bet on the team, this is as direct an answer to can they build it as a founding team can offer. The why-now technical risk is owned by an OpenAI engineer, the marketplace-scale risk is owned by an Airbnb product lead, and the supply and domain risk is owned by a ten-year wedding operator from The Knot.

The team slide is the strongest single argument in the memo, because it pairs three founders whose exact backgrounds match the three things this company has to get right: agent technology, wedding operations, and consumer product scale. The point of the slide is that the hard parts of Aisle are not generic. They require people who have already done these specific jobs, and all three founders have.

Maya Chen, co-founder and CEO, was a product lead at Airbnb who scaled Experiences to more than 50M bookings and has personally planned 200-plus events. That is the rare combination of building a consumer marketplace at massive scale and understanding event planning from the inside. She has shipped the kind of product Aisle is, a two-sided consumer marketplace, and she knows what planning an event actually demands.

David Okafor, co-founder and CTO, was a staff engineer at OpenAI who built agent infrastructure used by millions. This is the capability the entire product depends on. Aisle is a team of coordinating agents, and reliable multi-agent infrastructure is the difference between a working planner and a demo. Having that expertise in-house, from the company that defined the category, de-risks the central technical bet.

Sofia Rossi, co-founder and COO, spent 10 years in weddings, came from The Knot, and built a vendor network of 5,000-plus. She supplies the domain knowledge and the supply side. Vendor Match, the Negotiator, and the commission model all rest on real vendor relationships and an understanding of how the wedding industry prices and operates, and she brings both, along with a network that seeds the vendor-led go-to-market from day one.

The slide is arguing that the three founders cover the full surface area of the business with no obvious gap. Product and marketplace, agent engineering, and wedding supply are each owned by a founder who has done that exact work at a company investors recognize, Airbnb, OpenAI, and The Knot. For a seed company, where the bet is largely a bet on the team, this is as direct an answer to can they build it as a founding team can offer. The why-now technical risk is owned by an OpenAI engineer, the marketplace-scale risk is owned by an Airbnb product lead, and the supply and domain risk is owned by a ten-year wedding operator from The Knot.

The competitive advantage slide positions Aisle against the four ways couples plan today and shows why none of them is a real substitute. The frame is simple. Couples can hire a human planner, do it themselves on spreadsheets, use a wedding marketplace, or use Aisle, and each alternative fails on a dimension Aisle wins. Human planners deliver full service but are expensive and scarce, at $3,000 to $10,000, which is why only about 15% of couples use one. They prove demand for full planning while pricing out 85% of the market. DIY spreadsheets are free but cost the couple 200 to 300 hours and provide no guidance, no negotiation, and no live budget, which is why couples overrun by about 28%. Wedding marketplaces, The Knot, Zola, and Joy, offer vendor directories plus registry and website tools, but they are reference products, not planners. They help a couple find a vendor and build a wedding website. They do not plan the wedding, track the budget, negotiate quotes, or coordinate vendors end to end. Aisle's edge is that it is the only option that is full-service, personal, and priced as an app. It provides a full planning team rather than a directory, a live budget rather than a static spreadsheet, active negotiation rather than a list of contacts, and end-to-end coordination rather than a set of disconnected tools, all at Free, $29 a month, or $59 a month. The slide's core claim is that Aisle is the only full-service, personal, sub-$60-a-month planner in the market. The strategic argument is that the marketplaces, despite their scale, are structurally on the wrong side of this. Their model is built around directory and registry, and adding genuine AI planning, live budgeting, and vendor negotiation is a different product with different incentives, since their commissions favor directing couples to listings rather than negotiating prices down. The moat is the coordination layer where the agents share state across budget, vendors, timeline, and guests, which a directory cannot replicate without rebuilding into a planner. The takeaway is that Aisle is not competing on price within a category. It is creating a third option that did not exist, full planning at app pricing, between the unaffordable human planner and the unguided spreadsheet, while the marketplaces sit adjacent rather than head-on. That is a positioning advantage, not just a feature advantage.

The competitive advantage slide positions Aisle against the four ways couples plan today and shows why none of them is a real substitute. The frame is simple. Couples can hire a human planner, do it themselves on spreadsheets, use a wedding marketplace, or use Aisle, and each alternative fails on a dimension Aisle wins.

Human planners deliver full service but are expensive and scarce, at $3,000 to $10,000, which is why only about 15% of couples use one. They prove demand for full planning while pricing out 85% of the market. DIY spreadsheets are free but cost the couple 200 to 300 hours and provide no guidance, no negotiation, and no live budget, which is why couples overrun by about 28%. Wedding marketplaces, The Knot, Zola, and Joy, offer vendor directories plus registry and website tools, but they are reference products, not planners. They help a couple find a vendor and build a wedding website. They do not plan the wedding, track the budget, negotiate quotes, or coordinate vendors end to end.

Aisle's edge is that it is the only option that is full-service, personal, and priced as an app. It provides a full planning team rather than a directory, a live budget rather than a static spreadsheet, active negotiation rather than a list of contacts, and end-to-end coordination rather than a set of disconnected tools, all at Free, $29 a month, or $59 a month. The slide's core claim is that Aisle is the only full-service, personal, sub-$60-a-month planner in the market.

The strategic argument is that the marketplaces, despite their scale, are structurally on the wrong side of this. Their model is built around directory and registry, and adding genuine AI planning, live budgeting, and vendor negotiation is a different product with different incentives, since their commissions favor directing couples to listings rather than negotiating prices down. The moat is the coordination layer where the agents share state across budget, vendors, timeline, and guests, which a directory cannot replicate without rebuilding into a planner.

The takeaway is that Aisle is not competing on price within a category. It is creating a third option that did not exist, full planning at app pricing, between the unaffordable human planner and the unguided spreadsheet, while the marketplaces sit adjacent rather than head-on. That is a positioning advantage, not just a feature advantage.

The roadmap slide lays out a sequenced plan in three phases, each tied to the milestones that justify the next stage of capital. It shows that the $3M seed funds a defined set of outcomes rather than open-ended runway. The now phase is the US launch with the core agents, budget, vendor match, and timeline, live in top metros. This is deliberately focused. Aisle is proving the product in the digital-first metros that make up the $4.8B serviceable market, with the three agents that deliver the clearest immediate value. Starting with core agents in dense metros concentrates both the technology and the vendor supply where they work best, which is the right way to establish the model before scaling it. The next-12-months phase is where the company builds the national vendor network, ships negotiation and payments, rolls out the premium tiers, and reaches 250k couples. Each item maps to a revenue lever. The national vendor network expands the supply that powers Vendor Match and commissions. Negotiation and payments turn on the Negotiator and the in-app transaction flow that earns the 8-to-12% commission. The premium tiers activate the $29 and $59 subscription revenue. The 250k-couple target is the traction milestone that demonstrates the go-to-market loops work at scale. This phase is the heart of what the seed buys. The 12-to-24-month phase is UK and EU expansion, registry and website features, marketplace scale, and the Series A. Geographic expansion opens the markets named in the brief beyond the US. Registry and website close the feature gap with the marketplaces and add monetizable surface area. Marketplace scale compounds the commission stream. Series A is the explicit exit from the seed runway, raised against the metrics this roadmap is built to produce. The slide is arguing that the path from launch to Series A is concrete and staged, with each phase delivering proof that unlocks the next. The 24 months of runway from the seed map directly onto phases one and two, and the company reaches the metrics, 250k couples, live premium tiers, and active negotiation and payments, that make a Series A raisable. The roadmap is the bridge between the $3M now and the $40M ARR by 2028, and it shows the company knows the order in which the business has to be built.

The roadmap slide lays out a sequenced plan in three phases, each tied to the milestones that justify the next stage of capital. It shows that the $3M seed funds a defined set of outcomes rather than open-ended runway.

The now phase is the US launch with the core agents, budget, vendor match, and timeline, live in top metros. This is deliberately focused. Aisle is proving the product in the digital-first metros that make up the $4.8B serviceable market, with the three agents that deliver the clearest immediate value. Starting with core agents in dense metros concentrates both the technology and the vendor supply where they work best, which is the right way to establish the model before scaling it.

The next-12-months phase is where the company builds the national vendor network, ships negotiation and payments, rolls out the premium tiers, and reaches 250k couples. Each item maps to a revenue lever. The national vendor network expands the supply that powers Vendor Match and commissions. Negotiation and payments turn on the Negotiator and the in-app transaction flow that earns the 8-to-12% commission. The premium tiers activate the $29 and $59 subscription revenue. The 250k-couple target is the traction milestone that demonstrates the go-to-market loops work at scale. This phase is the heart of what the seed buys.

The 12-to-24-month phase is UK and EU expansion, registry and website features, marketplace scale, and the Series A. Geographic expansion opens the markets named in the brief beyond the US. Registry and website close the feature gap with the marketplaces and add monetizable surface area. Marketplace scale compounds the commission stream. Series A is the explicit exit from the seed runway, raised against the metrics this roadmap is built to produce.

The slide is arguing that the path from launch to Series A is concrete and staged, with each phase delivering proof that unlocks the next. The 24 months of runway from the seed map directly onto phases one and two, and the company reaches the metrics, 250k couples, live premium tiers, and active negotiation and payments, that make a Series A raisable. The roadmap is the bridge between the $3M now and the $40M ARR by 2028, and it shows the company knows the order in which the business has to be built.

The forecast slide translates the plan into financial trajectory and sets the targets the seed is underwritten against. The headline numbers are clear and consistent with the rest of the memo. The $3M seed provides 24 months of runway to Series A metrics, the company reaches EBITDA positive by Q4 2027, and it is on a path to $40M ARR by 2028. The shape of the forecast follows directly from the business model and the roadmap. Revenue builds from two streams that grow together. Subscription revenue scales with paying couples across the $29 and $59 tiers over the roughly 12-month planning window, and commission revenue of 8 to 12% scales with bookings as the vendor network expands nationally. As the roadmap moves from core-agent launch to negotiation, payments, and premium tiers in the next 12 months, both streams turn on in sequence, which is what carries revenue toward the $40M ARR figure by 2028. The EBITDA-positive milestone in Q4 2027 is the credibility anchor. It tells an investor that the company is not modeling indefinite burn. Within the 24-month runway the business crosses into profitability, which is plausible because the go-to-market relies on organic social, vendor-led invitations, and referrals rather than paid acquisition. Low CAC is what lets revenue outrun cost on this timeline, since the company is not spending its margin to buy each couple. The forecast also frames the raise correctly. The $3M is sized to reach Series A metrics, not to reach profitability outright, and the roadmap defines what those metrics are: 250k couples, live premium tiers, and active negotiation and payments. The forecast shows the company hitting EBITDA positive shortly after that point, in Q4 2027, which means the Series A would be raised from a position of demonstrated traction and a clear line to profit rather than from a position of need. The argument the slide makes is that the numbers are internally consistent and conservative in structure. The path to $40M ARR by 2028 rests on a dual revenue model with proven analogues in Zola and HoneyBook, the profitability date sits inside the funded runway, and the low-CAC engine is what makes both achievable. The forecast is the financial expression of everything the earlier slides describe, and it gives an investor specific dated targets to hold the company to.

The forecast slide translates the plan into financial trajectory and sets the targets the seed is underwritten against. The headline numbers are clear and consistent with the rest of the memo. The $3M seed provides 24 months of runway to Series A metrics, the company reaches EBITDA positive by Q4 2027, and it is on a path to $40M ARR by 2028.

The shape of the forecast follows directly from the business model and the roadmap. Revenue builds from two streams that grow together. Subscription revenue scales with paying couples across the $29 and $59 tiers over the roughly 12-month planning window, and commission revenue of 8 to 12% scales with bookings as the vendor network expands nationally. As the roadmap moves from core-agent launch to negotiation, payments, and premium tiers in the next 12 months, both streams turn on in sequence, which is what carries revenue toward the $40M ARR figure by 2028.

The EBITDA-positive milestone in Q4 2027 is the credibility anchor. It tells an investor that the company is not modeling indefinite burn. Within the 24-month runway the business crosses into profitability, which is plausible because the go-to-market relies on organic social, vendor-led invitations, and referrals rather than paid acquisition. Low CAC is what lets revenue outrun cost on this timeline, since the company is not spending its margin to buy each couple.

The forecast also frames the raise correctly. The $3M is sized to reach Series A metrics, not to reach profitability outright, and the roadmap defines what those metrics are: 250k couples, live premium tiers, and active negotiation and payments. The forecast shows the company hitting EBITDA positive shortly after that point, in Q4 2027, which means the Series A would be raised from a position of demonstrated traction and a clear line to profit rather than from a position of need.

The argument the slide makes is that the numbers are internally consistent and conservative in structure. The path to $40M ARR by 2028 rests on a dual revenue model with proven analogues in Zola and HoneyBook, the profitability date sits inside the funded runway, and the low-CAC engine is what makes both achievable. The forecast is the financial expression of everything the earlier slides describe, and it gives an investor specific dated targets to hold the company to.

The ask slide states the terms and shows what the money buys, closing the memo by connecting the raise to the plan. Aisle is raising $3M on a SAFE with a $15M cap. The structure is standard for a seed, and the cap is set at a level that the team, the market, and the roadmap are meant to justify across the rest of the deck. The runway is 24 months, sized to reach Series A metrics. This is the discipline point. The raise is not open-ended. It funds a specific window with a specific exit, the Series A, raised against the milestones the roadmap defines: a national vendor network, live negotiation and payments, active premium tiers, and 250k couples. Within that same window the company reaches EBITDA positive by Q4 2027, which means the seed carries Aisle past launch and into profitability rather than leaving it dependent on the next round to survive. The use of funds is split across four areas, each tied to a lever the memo has already established. Product and AI agents extend the agent platform that is the core of the product and the answer to the why-now technical bet. Vendor network and supply build the marketplace depth that powers Vendor Match and the 8-to-12% commissions. Growth and marketing fund the organic, vendor-led, and referral channels that keep CAC low while scaling toward 250k couples. Key hires fill the team around three founders who already cover product, engineering, and wedding operations. Every dollar maps to a part of the plan, not to general overhead. The slide closes the case by tying the ask to the return. The $3M funds 24 months, the company turns EBITDA positive in Q4 2027, and it targets $40M ARR by 2028. An investor entering at a $15M cap is buying into a company with a credible founding team from Airbnb, OpenAI, and The Knot, a $12B TAM narrowing to a reachable $4.8B serviceable market, a dual subscription-and-commission model with strong unit economics, and a staged path to profitability inside the funded runway. The argument is that the ask is proportionate and the outcomes are dated. The memo asks for $3M to convert a credible team and a timely product into a profitable, Series-A-ready company within two years, and it gives specific numbers, $15M cap, Q4 2027 profitability, $40M ARR by 2028, against which the bet can be judged.

The ask slide states the terms and shows what the money buys, closing the memo by connecting the raise to the plan. Aisle is raising $3M on a SAFE with a $15M cap. The structure is standard for a seed, and the cap is set at a level that the team, the market, and the roadmap are meant to justify across the rest of the deck.

The runway is 24 months, sized to reach Series A metrics. This is the discipline point. The raise is not open-ended. It funds a specific window with a specific exit, the Series A, raised against the milestones the roadmap defines: a national vendor network, live negotiation and payments, active premium tiers, and 250k couples. Within that same window the company reaches EBITDA positive by Q4 2027, which means the seed carries Aisle past launch and into profitability rather than leaving it dependent on the next round to survive.

The use of funds is split across four areas, each tied to a lever the memo has already established. Product and AI agents extend the agent platform that is the core of the product and the answer to the why-now technical bet. Vendor network and supply build the marketplace depth that powers Vendor Match and the 8-to-12% commissions. Growth and marketing fund the organic, vendor-led, and referral channels that keep CAC low while scaling toward 250k couples. Key hires fill the team around three founders who already cover product, engineering, and wedding operations. Every dollar maps to a part of the plan, not to general overhead.

The slide closes the case by tying the ask to the return. The $3M funds 24 months, the company turns EBITDA positive in Q4 2027, and it targets $40M ARR by 2028. An investor entering at a $15M cap is buying into a company with a credible founding team from Airbnb, OpenAI, and The Knot, a $12B TAM narrowing to a reachable $4.8B serviceable market, a dual subscription-and-commission model with strong unit economics, and a staged path to profitability inside the funded runway.

The argument is that the ask is proportionate and the outcomes are dated. The memo asks for $3M to convert a credible team and a timely product into a profitable, Series-A-ready company within two years, and it gives specific numbers, $15M cap, Q4 2027 profitability, $40M ARR by 2028, against which the bet can be judged.