AI app rescue
Your AI-built app works. Is it ready for real users?
One senior review of one critical journey, with a clear GO, CONDITIONAL GO, or NO-GO in 48 hours.
$1,000 to $1,500 · One journey · Human-led review
- 48h
- Decision turnaround
- $1k
- Entry price
- 1
- Critical journey
Representative AI app rescue brief
GO / CONDITIONAL GO / NO-GO
Critical paths
03 exercised
Priority finding
A timeout can repeat a consequential action without a safe recovery boundary.
- 01Critical journey + code path traced
- 02Permissions + release controls challenged
- 03Rescue order + owner recorded
Who this is for
A prototype that needs a release decision.
Founders, small teams, agencies, and fractional CTOs with an AI-built app that needs trustworthy launch, handoff, or migration decisions.
01The demo works, but edge cases are unknown.
02The app touches permissions, data, payments, or other consequential systems.
03Your team needs one owner and one evidence-backed next step.
The seven launch gates
Review the parts a demo cannot prove.
The scorecard follows one named journey, but it checks the surrounding boundaries that determine whether the journey is safe to release and maintain.
01Critical journey and product behavior
02UI, mobile, loading, empty, error, and accessibility states
03Identity, permissions, tenant isolation, RLS, and sensitive data
04Actions, APIs, payments, webhooks, and data integrity
05Failure handling, retries, background work, and recovery
06Tests, CI/CD, staging, deployment, monitoring, and rollback
07Code/configuration quality, maintainability, handoff, and discoverability
What you receive
A decision you can act on today.
A plain-English GO, CONDITIONAL GO, or NO-GO decision with evidence-ranked findings and a smallest-next-step rescue plan.
Representative findings record
AI app rescue register
Priority finding
A retry path needs an idempotency boundary before users depend on the action.
- Severity
- High - blocks a reliable launch
- Evidence
- Code path and replay test linked
- Next action
- Assign an owner and verify the fix
One-page launch decision
GO, CONDITIONAL GO, or NO-GO with the reason and must-fix items.
Independent code and config review
Targeted inspection of the code paths, environment, permissions, and deployment settings supporting the journey.
Evidence-ranked rescue backlog
Findings, reproduction evidence, severity, owners, and the smallest safe next changes.
Seven-gate scorecard + readout
A status for the journey, controls, operations, and discoverability, handed over in a 30-minute senior-engineer readout.
Not included +
- A formal penetration test, compliance certification, or legal sign-off
- A formal LLM red-team exercise; bounded benign prompt/context checks may be sampled
- A full WCAG audit, exhaustive codebase review, or production-scale load test
- A complete platform migration, full SEO strategy, UI redesign, or implementation of every finding
- A guarantee of zero vulnerabilities, downtime, or future failures
Questions
Before you start.
A clear next move
Know what to fix before you ship.
Start with one critical journey. Continue only when the evidence shows the next layer.