What the system must do, why it must do it, and the constraints that shaped every decision.
Business Requirements
What the system must do, why it must do it, and the constraints that shaped every decision.
Multi-Tenant SaaS
Every organization's data is completely isolated. One codebase, one database, infinite tenants. Row-Level Security enforced at the database layer — not application code.
AI That Matches Your Voice
Generated proposals must sound like the business, not like ChatGPT. The system ingests org knowledge (voice, services, pricing philosophy) and uses it in every generation.
Intelligence That Compounds
Each proposal teaches the system. Client psychographics, deal outcomes, and strategy patterns are stored and retrieved via vector search for future proposals.
Production-Grade Security
Auth with JWT cookies, RLS on every table, rate limiting on every endpoint, audit logging on every action. No shortcuts, no "we'll add that later."
Tiered Billing
Free tier for trial, paid tiers with real limits. Stripe-powered checkout, webhook-driven plan updates, usage tracking per org.
White-Label Ready
Each org can customize branding — colors, logo, proposal templates. The platform itself is white-labelable from a single config file.
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