AI-built app rescue starts here

Your AI-built app works. Is it ready for real users?

A senior engineer pressure-tests one critical journey across the deployed product, relevant code and configuration, security boundaries, integrations, release controls, deployment, and failure paths. You leave with a clear GO, CONDITIONAL GO, or NO-GO decision in 48 hours.

48h
Decision turnaround
$1k
Entry price
1
Critical journey

AI app rescue brief

Customer Support Agent

Conditional release

Failure paths

03identified

Critical risk

Duplicate action after timeout

Missing controls

  • Idempotency boundary
  • Recovery state
  • Human approval boundary
Decision backed by code, control, and recovery evidence

The core three

Review first. Rescue the right layer.

Start with independent evidence, then fix the finite bugs, systemic reliability gaps, or cross-system boundaries that actually block production.

Start here

01

AI App Rescue

48-hour Launch Readiness Review

Your AI-built app works. You need an independent senior review before real users find the gaps.

$1,000 to $1,500 · 48-hour launch decision

See AI App Rescue scope

Core engagement

02

Reliability Sprint

AI Reliability Sprint

The review found a systemic reliability gap that needs evaluations, controls, or recovery work.

$4,500 sprint · Focused sprint, then optional retainer

See Reliability Sprint scope

Expansion

03

Workflow Integration

Custom AI Workflow Integration

The rescue crosses APIs, business systems, or a platform boundary that needs a production build.

$10,000 to $35,000 · Milestone-based project

See Workflow Integration scope

Not ready to book?

Find the production risk holding your AI-built app back.

Answer a few questions and see a directional production-readiness profile before any optional email follow-up.

Find a next step

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