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AI application production review

Production review for AI-built applications.

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.
  • If a rewrite is unnecessary, we say so.
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.

Trusted to run and improve business-critical systems

TylerNet RocketDocs SmartWerks Tower Partners Fiffik Law Group ABC Warehouse
What the review covers

The parts that become expensive after launch.

The review starts with business risk. We read enough of the system to separate work that blocks production from cleanup that can wait.

Security pass

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

Data model review

We examine the schema, migrations, data ownership, and the places where a working prototype will fail under real use.

Payments and billing

Payment flows, retries, webhooks, reconciliation, and failure handling are reviewed before money depends on them.

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 identify what holds up and what must change before more users depend on it.

Rank

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

Request an AI application production review.

Send the brief

Technology, run properly.

Talk to an engineer

Services

Cloud & Infrastructure Managed Operations Managed IT Licensing Software & AI Code Refactoring Security & Compliance Penetration Testing

Company

Work Insights Contact Client login Support center

Direct

1-888-907-3637 hello@briskdata.com

Cumberland, Maryland

Eastern time

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