Workzi Forge · Founder report
Atlas Ledger — Launch readiness review
Generated · today·Reviewer · Forge AI v3.272% launch-ready
1.Executive summary
Atlas Ledger is a bookkeeping copilot for indie SaaS founders running $0–$50k MRR. The product is structurally sound and aligned with a clear, urgent problem. Two critical security findings remain open, both fixable inside a single development cycle.
2.Product overview
Value proposition. Replace bookkeepers with an AI copilot that closes the month in 12 minutes.
Target users. Solo SaaS founders doing $0–$50k MRR; fractional CFOs managing 8–15 startup clients.
Launch surface. Web first, investor demo ready. Android out of scope.
3.Technical stack
- Frontend: React + TanStack Router
- Backend: Node edge functions
- Database: Managed Postgres with RLS
- Payments: Stripe Billing (subscription)
- Auth: Email + Google OAuth, 15-min token TTL
- Deployment: Edge CDN, regional failover
4.Launch readiness
Overall
72/100
Security
68/100
Android
—
Payments
84/100
5.Risk summary
- RLS missing on profile table — exposed to anonymous queries.
- AI key shipped in client bundle — rotate and move to server function.
- Stripe webhook signature unverified — replayable events possible.
- Public storage bucket — move to signed URLs.
6.Requested support
The founder is seeking introductions to two beta customers in the EU VAT bracket, and a fractional security reviewer for a one-week pre-launch hardening pass.
7.Roadmap
- 30 days: closed beta with 20 founders; Stripe and Mercury import.
- 60 days: public launch; QuickBooks export.
- 90 days: multi-entity; EU VAT module.