Testata

Find the hours · Build the fix · Measure it

Forward-deployed AI engineering for small and mid-size companies.

We find where your team loses hours, build the fix, and measure the hours back.

Forward-deployed means the work happens inside your tools (your repos and CI, your practice-management or agency management system and email, and the AI tools you already pay for), not in a slide deck.

Find your industry

How it works

  1. Free audit

    A 10-minute form, then a written audit within 24 hours: the hours and dollars you could get back each week (an estimate, with its assumptions shown), the top 3 fixes, and a fixed quote.

  2. Fixed-price sprint

    We build the fixes inside your stack. A senior engineer designs and reviews every change; AI agents do the build work.

  3. Measured before and after

    Hours back per week, stated in dollars. The guarantee: if the agreed weekly hours target isn't reached within 30 days of delivery, we keep building at no charge for up to 60 more days. If it still isn't reached, you get a full refund.

Who it's for

  • Engineering teams

    For CTOs and engineering managers of 20–200-engineer teams already paying for AI coding tools: get review hours back and show the ROI in dollars.

    See the offer →

  • Law firms

    For consumer-law firms with 5–50 staff (family, estate planning and probate, immigration, criminal defense): the path from first inquiry to signed client, built inside your own systems, with the staff hours it gives back measured in dollars.

    See the offer →

  • Insurance agencies

    For independent P&C agencies with 3–30 staff: the service work around your AMS (COIs, endorsements, loss runs, status calls, renewal prep) taken off your CSRs, with the time it gives back measured in dollars.

    See the offer →

What you can hold us to

  • Measured, not claimed

    Every number is labeled as an estimate, with its assumptions, until a before-and-after report measures it.

  • Fixed prices

    One quoted price for the sprint. No hourly billing, no open-ended retainers.

  • Least privilege

    Read-only access wherever possible, the minimum the work needs otherwise, and an NDA before any access.

I'm Frank. Testata is me plus AI agents: I find where the hours go, design the fix, and review every change before it reaches you. You deal with me directly.

Frank J. — principal software engineer, 17 years