AI-Built Application Hardening Assessment

Find the production-readiness gaps in your AI-built application and define the work to address them, whether you are preparing a release or serving customers already.

Fixed fee

US$5,000

Review, written findings, and a walkthrough of the recommendations.

Assessment fee credit available. See terms.

Let’s Talk
  • One application

    Review the application and the services it depends on.

  • Clear priorities

    Written findings, supported by examples, with a walkthrough.

  • A next step

    A proposed implementation scope and effort estimate, with assumptions.

What we examine

  • Code, architecture, dependencies, and connected services.
  • Authorization, secrets, and how data moves between users and systems.
  • Deployment, error visibility, recovery, and running costs.
  • Technical paths important to the next release, such as account creation or payment processing.

What you receive

  • A written engineering assessment you can use with Aligned or another engineer.
  • An application map and findings supported by examples.
  • Priorities for the next release, what can wait, and why.
  • A proposed implementation scope and effort estimate, with assumptions.
  • Coverage, access limitations, and questions requiring further investigation.
  • A walkthrough of the findings and recommendations.

Before we begin

  • Share a demonstration, your next product decision, and the available source, hosting, and service access.
  • We confirm technical fit, review priorities, depth, and a delivery date before booking.
  • One application and the services it depends on. We start broadly, then investigate the priorities agreed with you.
  • There is no required stack. Additional applications or wider investigation need a separate scope.

Choosing the next step

  • Recommendations on what to keep, change, or investigate further.
  • The assessment does not include production changes or certify the application as secure.
  • Implementation is agreed separately, including how founder-led development, releases, and maintenance will work.
  • Continued use of the original app builder depends on technical fit.

Assessment credit

Receive a credit equal to 10% of the qualifying implementation fees on each invoice for the same application until your US$5,000 assessment fee is fully credited.

Credits are capped at the assessment fee paid. We calculate the 10% credit on implementation fees before credits. The same fees cannot receive more than one assessment credit.

Qualifying fees exclude the assessment fee, taxes, hosting, and other third-party costs. Implementation is a separate purchase, with no minimum commitment required to receive a partial credit.

What would you like to improve?

We help you improve workflows, build applications, and make existing systems more dependable.

Let's Talk