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Applied Tools

AI Development Audit

AI Development Audit Intake Form

Use this form to describe the app, the current state, the bottleneck you want addressed, and the audit outcome you want next. Source code is not required through this form. After submission, your request is recorded for human review; AI Development Workflow Audit scope is determined from the context you submit plus any follow-up clarification.

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Complete the required fields to prepare the AI Development Workflow Audit intake for review. Your request stays at the fit-review stage until you submit.

Contact and project context

Use this to ground the audit fit review in a real team, project, and development context.

Which best describes what you need reviewed?

Choose the review topic that best fits the AI Development Workflow Audit request. If the distinction is unclear, choose not sure.

Who should we follow up with if the audit fit is clear?

Use the company, product, studio, or project name tied to this request.

Use the address a human should use for audit fit-review follow-up.

Give a short technical summary of the product, app, repo, or workflow context.

Optional. Share a repo or app URL if review access is appropriate after scope is confirmed.

Workflow pain and desired audit outcome

Describe the friction that is making AI-assisted development hard to review, validate, or trust.

Focus on the highest-friction issue: AI coding tool usage, handoffs, quality, review time, unclear prompts, validation gaps, or release risk.

State the audit output you would consider useful: risk map, validation gaps, review priorities, or next-step recommendations.

Optional. Mention prompts, process changes, review rules, or validation attempts that have already been tested.

Technical stack and AI tools

This section is for the current stack and the AI coding tools already in use.

What stack are you using?

Select all that apply. If the exact option is not listed, choose the closest match.

What AI coding tools are you using now?

Select all that apply. If the exact option is not listed, choose the closest match.

What timeline for the audit feels realistic?

Choose the nearest realistic option. Exact estimates are fine.

Repo / codebase review

Use this to describe repo/codebase review readiness, tests, validation, and the areas the audit should inspect first.

Optional. Call out routes, modules, prompts, tests, validation gaps, or workflow boundaries that should be reviewed first.

Audit payment readiness

This helps determine whether the request is ready for the paid AI Development Workflow Audit if there appears to be a strong fit.

Are you prepared to pay $1,250 for the audit if there appears to be a strong fit?

Choose yes, maybe, or not yet. This does not create a client relationship or reserve audit time.

Optional. Name the role or person who approves the audit payment.

Consent and confidentiality

This is an initial-evaluation form for the AI Development Workflow Audit, not a client agreement or a production submission system. Submissions should stay at the workflow and system level.

Audit pricing notice

The AI Development Workflow Audit is currently framed around a $1,250 audit fit decision. Scope is confirmed before payment is requested, and the intake does not create a client relationship or reserve audit time.

Required fields are marked with an asterisk. After submission, your request is recorded for human review of AI Development Workflow Audit fit. Do not submit secrets, credentials, sensitive regulated data, or proprietary source code.