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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.