1. EXEC SUMMARY
Vision & Opportunity
BOT transforms custom cake creation from inspiration chaos into a structured, automated production pipeline. Our differentiator is the fusion of AI-generated feasible designs with operational intelligence (scheduling + batch planning).
2. MARKET
Segments & Sizing
- Total Addressable (niche vertical start): 35–40K custom cake entities (solo + micro studios).
- Serviceable Obtainable (24 mo): 1,500–2,000 premium workflow adopters.
- International Upside: English-speaking EU, Australia craft cake scenes.
- Macro Tailwinds: Growth of personalized event experiences & short-form visual selling.
3. PRODUCT
Feature Roadmap
| Phase | Features | Outcome |
|---|---|---|
| Alpha | Waitlist + basic design prototype | Collect style training data |
| Beta | Design → quote automation | Reduce quote cycle from hours to minutes |
| v1 | Dashboard + ingredient batching | Increase daily throughput (parallel prep) |
| v1.5 | Timeline + payment flows | Improve conversion & reduce ops friction |
| v2 | Marketplace & vendor integrations | Ancillary revenue & retention lock-in |
4. TECHNOLOGY
Architecture & Scalability
- Static delivery keeps costs near zero until high interaction volume.
- Supabase for auth + Postgres ensures relational integrity for production stage data.
- AI layer: hybrid retrieval + diffusion model guided by structure constraints (tiers, supports).
- Scheduling engine: topological sort of task graph with dependency windows.
- Observability: simple event logging to feed future predictive prep suggestions.
5. COMPETITION
Landscape
- Bakery ERPs: Focus inventory; low creativity linkage.
- Design Tools: Aesthetic only; ignore feasibility + pricing logic.
- AI Art Apps: Generic outputs; no operational context or ingredient mapping.
- BOT Advantage: Integrated chain from idea capture → feasible design → schedule & batch.
6. FINANCIAL MODEL
Assumptions & Projections
- Churn target: < 3% monthly after onboarding period.
- Design usage drives expansion: higher-tier upgrade once > 40 designs / month.
- Marketplace attach rate: 30% by end of year 3.
- Gross margin SaaS ~ 92%; blended with marketplace settles near 78–80%.
| Year | Accounts | ARR (Est) | Marketplace Rev | EBITDA (Est) |
|---|---|---|---|---|
| 1 | 300 | $240K | $0 | - $320K |
| 2 | 1,500 | $1.3M | $120K | $150K |
| 3 | 5,000 | $4.3M | $680K | $1.1M |
(Conservative; excludes potential enterprise adaptations.)
7. GO-TO-MARKET
Acquisition & Retention
- Content: "Design to Delivery" workflow reels.
- Ambassador bakers with quarterly feature showcases.
- Referral credit pack for inviting peers (design tokens).
- Retention: predictive prep suggestions & seasonal design packs.
8. RISKS & MITIGATION
Operational Risks
- Design realism gaps: Mitigate through progressive fine-tuning + human review loop.
- Quote inaccuracies: Early calibration using actual past orders / ingredient logs.
- Adoption friction: Onboarding wizard mapping current manual steps.
- Marketplace supply latency: Partner with drop-ship decor vendors initially.
9. TEAM & FUNDING
Founders & Use of Capital
- Founders: Domain craft + SaaS/AI engineering.
- Capital Allocation: 40% product & AI, 25% GTM, 20% ops, 15% contingency.
- Hiring Plan: Part-time ML engineer (months 3–9), full-stack contractor (months 6–12).
10. SUMMARY
Why Now
Visual commerce acceleration + AI personalization demand + fragmentation of ops tooling creates a timing window to define the category for creative custom cake production intelligence.