Fictional composite example — not a real customer, not a guarantee.

Sample Launch Readiness Review: TaskPilot AI

Scope: small AI task management SaaS built with Next.js + Supabase + Stripe.

Disclaimer: engineering readiness review, not a certified security audit or legal/compliance assessment.

Executive verdict

Launch posture: Soft beta only.
Do not open self-serve paid signup yet.

Reason: the product is usable for demos, but billing/webhook state and workspace data boundaries need fixes before strangers enter real data.

Top 5 risks

1. Workspace data boundary is not proven — high priority

Observed pattern: API routes accept workspace_id from client requests. Risk: one user may access another workspace if server-side membership checks are incomplete. Fix: enforce server-side membership check on every workspace-scoped read/write.

2. Stripe webhook idempotency missing — high priority

Observed pattern: webhook handler updates subscription state directly. Risk: duplicate/replayed events can create wrong entitlement state. Fix: store processed Stripe event IDs and handle event ordering.

3. Secrets/config documentation incomplete — medium priority

Risk: deploy cannot be reproduced or safely handed over. Fix: document required env vars, where they are used, and rotation procedure.

4. AI output action lacks guardrails — medium priority

Risk: AI-generated tasks can trigger bulk actions without clear review step. Fix: add review screen and confirmation before external sends/actions.

5. Error visibility is founder-only manual checking — medium priority

Risk: failed jobs silently degrade the product. Fix: add error logging/Telegram/email alert for webhook/job failures.

7-day fix order

  1. Add server-side workspace membership checks and tests.
  2. Add Stripe webhook idempotency and subscription-state tests.
  3. Write deploy/env/runbook.
  4. Add confirmation gate for AI-generated external actions.
  5. Add basic operational alerts.
  6. Re-run checklist and invite first 3 beta users.

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