Audit the revenue path.
Ship the fixes.
A fixed-scope review of one shipped AI product's public path, from first visit through activation and payment. Every reported finding is independently reproduced. If remediation makes sense, we ship bounded fixes as reviewed pull requests.
What we check
Every check runs through four contracted lenses that expose reliability, trust, and conversion risk without pretending public data proves lost revenue.
Activation and payment path
The agreed public path from plan selection through signup, activation, and payment, across desktop and mobile.
Failure and recovery messaging
What a buyer sees when an agreed path fails, including honest state, safe retry, and support or recovery direction.
Pricing, limits, and entitlements
Public plan promises, usage limits, overage language, and checkout entitlements checked against docs and observable behavior. We flag reproducible inconsistency, not inferred margins or lost revenue.
Public documentation and legal alignment
Material product, pricing, privacy, and terms claims checked for contradiction across the agreed public path.
The method
Four stages, bounded to one agreed path and up to 12 distinct states. Public observation comes first; paid test access is separately scoped.
- 01
Lock scope and captured state
Agree one product, domain, primary conversion path, and up to 12 materially distinct states before the delivery clock starts.
- 02
Capture reproducible evidence
Inspect the four contracted lenses on desktop and mobile, separating observed fact from impact inference.
- 03
Run an independent challenge
A second reviewer tries to refute each candidate finding against the captured state. Unconfirmed claims are corrected or dropped.
- 04
Deliver the decision package
Provide up to 10 confirmed findings, the six listed decision artifacts, a 60-minute readout, and one factual-correction round.
How findings are verified
A finding nobody has independently reproduced is a guess.
Every reported finding goes through an independent verify gate. A second reviewer re-fetches the captured surface and tries to refute the claim. The default verdict is not confirmed. Findings that fail are corrected or dropped rather than padded into the deliverable.
Evidence before authority
A finding is not included because a tool or reviewer sounded confident. It stays only when the evidence, reproduction steps, captured state, and independent challenge support it.
Pricing
Fixed scope before payment. Findings arrive with evidence; remediation arrives as reviewed pull requests.
One product, one domain, and one primary conversion path across up to 12 distinct states. Up to 10 independently confirmed findings, an evidence ledger, decision memo, severity and effort ranking, remediation roadmap, 60-minute readout, and one factual-correction round.
100% prepaid after a signed scope. The fee buys inspection of every agreed state and the listed decision artifacts; no minimum defect count is guaranteed.
Request audit scopeThe audit plus up to three work items or 24 engineering hours, whichever comes first. Each item addresses one root cause with written acceptance criteria and one review-ready pull request. The hour cap includes investigation, implementation, tests, documentation, PR preparation, delivery communication, and revisions.
One repository, stack, and non-production environment. The $4,500 audit is credited when you upgrade within 30 days. $5,250 is due at signed sprint scope lock; the final $5,250 is due before final review-ready PR handoff. You control merge and deployment.
Request sprint scopePriority support after an audit or sprint: 16 engineering hours each month, two active work items, plus up to four 30-minute triage calls per contract month. Unused capacity expires each month.
Prepaid monthly in advance. Next-business-day acknowledgment, no 24/7 SLA. Continuation requires a new written agreement.
Discuss embedded supportMulti-repository remediation, migrations, architecture work, extensive model evaluation, or work beyond the bounded sprint. This is not an all-in program price.
Each phase defines repositories, environments, milestones, acceptance criteria, timeline, payment schedule, and exclusions.
Discuss a custom programDelivery commitments are defined in the signed scope. No minimum defect count is promised. Payment follows that signed scope; this page has no direct checkout.
Constraints
Read these before requesting scope.
- Prospect research uses public observation only: normal rendering, polite GET requests, public headers, documentation, and legal pages.
- A paid audit may use one dedicated, least-privilege, customer-like test account only after signed scope and payment.
- One state means one distinct URL or materially distinct application state; desktop and mobile do not count twice. Third-party signup or checkout states count when they are in the agreed path.
- The delivery clock starts on the next business day after signed scope, cleared payment, completed intake, approved path inventory, and approved test access are available. Client delay pauses it.
- The $4,500 audit excludes source-code review, penetration testing, vulnerability scanning, load testing, production credentials, and compliance certification.
- The remediation sprint is limited to one repository, stack, and non-production environment. It excludes migrations, architectural rewrites, new features, broad model programs, incident response, on-call work, and production deployment.
- A factual-correction round fixes evidence or factual errors; it does not add states, findings, analysis, implementation, or a second readout.
- Payment follows a signed scope. This page has no direct checkout.
- Findings we cannot independently reproduce against the captured state are dropped before delivery.
Start with scope, not checkout
Tell us which product path matters, what access exists, and whether you want diagnosis, bounded remediation, or ongoing support.