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AI code audit and production review

Code and production review for AI-built applications.

Two colleagues reviewing laptops beside an office window.

For customer-facing apps, funded MVPs, and internal tools where real users, revenue, contracts, or launch risk are involved. We review the code and the production environment together.

  • Production review work is billed at $150/hr.
  • You keep ownership: the repo, infrastructure, and IP stay yours.
  • Existing code reviewed before any rewrite is proposed.
Request a production review

Submitting this form does not authorize paid work. We confirm the review scope before it starts.

$100M+ Annual client revenue supported by systems we manage
1 business day Typical response time
On request Client references

Send the production review brief

Name and work email are enough to start. Add the repo status, launch date, or current concern if useful.

No source code, credentials, or secrets belong in this form.

Clients we work with

TylerNet Fins and Feathers Outfitters RocketDocs SmartWerks Tower Partners Fiffik Law Group ABC Warehouse
What the review covers

Security, data, payments, and operations.

We review the code and environment to identify problems that must be fixed before launch and improvements that can wait.

Security pass

Secrets, dependencies, authentication, permissions, and sensitive data are checked against how the app is used.

Data model review

We examine the schema, migrations, and data ownership for problems that could affect production use.

Payments and billing

We review payment flows, retries, webhooks, reconciliation, and failure handling.

Hosting and operations

Deployment, cost, monitoring, backups, recovery, and handoff are evaluated as one production system.

RocketDocs
RocketDocs · Private AI

Helping RocketDocs design and run private inference.

briskData helped design RocketDocs' private inference environment and continues to support and manage it in production.

  • Private inference environment
  • Deployment and access
  • Ongoing support, monitoring, and updates
Read the RocketDocs case
Process

How the review runs.

Scope

We confirm the app stage, access needed, and estimated review time before billed work begins.

Read

We examine the code and environment for the risks agreed in the review scope.

Rank

You get written findings ranked by risk and business impact. Deeper production work receives a separate scope.

Questions before launch

What the AI code audit delivers.

Do you automatically recommend a rewrite?

No. We preserve working code and explain which changes are needed for production. Findings distinguish launch blockers from improvements that can wait.

Can you review a private repository under NDA?

Yes. Access, confidentiality, review scope, and retention expectations are agreed before source code is shared. Credentials and source code should never be submitted through the website form.

What do we receive?

You receive written findings ranked by business and technical risk, an explanation of what can remain, and a scoped next phase when remediation or production engineering is needed.

Read the five production gaps we check first

Request an AI application production review.

Request a production review

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Services

Cloud & Infrastructure Managed Operations Managed IT Business Email Migration Licensing Software & AI Software & Payment Integrations Reporting & Dashboards Website Design & Redesign Website Maintenance & Repair Payment Processing Security & Compliance Employee Cybersecurity & AI Training

Company

About Client projects Services & Pricing Insights Free tools Contact Client login Support center

Contact & service areas

1-888-907-3637 hello@briskdata.com Cumberland, Maryland

Eastern time

Serving organizations nationwide Hagerstown & Washington County Garrett County, Maryland

Industries

Nonprofits Law Firms Financial Services Healthcare Investment Banking Software Companies
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