Listen, Frame, Build, Iterate: How We Ship Software in Days

Most software built for government contractors, and for government, starts with a requirements document. Months later something arrives that matches the document and misses the problem set. We work the other way around.

1. Listen

A subject-matter expert describes the problem set on a video call. Not a requirements document: the actual problem set, in their own words, to whatever depth they want to go. The person who lives with the problem set knows things no document captures, including which parts of the current process are load-bearing and which are habit.

2. Frame

We work the call until we can state back what has to be solved and precisely what "done" looks like on the screen. If we cannot describe the screen, we do not understand the problem set yet. Framing is where most of the thinking happens, and it is the step that gets skipped when a team is in a hurry to start coding.

3. Build

AI-accelerated development under human engineering governance. The acceleration is real: work that once took a team a quarter can take days. The governance is what makes it safe to ship. Engineers decide the architecture, review what is produced, and own the result. Within days there is working software to react to, not a slide.

4. Iterate

You use it, you tell us what is wrong, and we change it inside the same week. Reacting to something real is faster and more honest than reviewing a specification. People who cannot tell you what they want can almost always tell you what is wrong with what is in front of them.

What has come out of it

  • Stratify: unified AI risk management across NIST AI RMF, ISO/IEC 42001, ISO/IEC 23894, and the EU AI Act.
  • The GSA MAS Schedule Readiness Check: a scored, no-login assessment with a generated PDF report.
  • systemsbuilder.pro: a compliance operations platform for which Layered Intel originated the intellectual property.
  • An AI sales tool for a commercial importer that turns government harvest reports and daily field email into a weekly market-intelligence report. Sold, and in production use.
  • A training and wellness platform, web and mobile, for two college athletics programs. Built, deployed, and donated.

Why this fits government work

Layered Intel is a nontraditional defense contractor. The acquisition paths built for companies like ours, such as prototype Other Transactions, Commercial Solutions Openings, and SBIR, reward a working prototype over a thick proposal. A method that produces working software in days is built for that.

What it does not replace

Speed is not a substitute for discipline. Security, records, and compliance evidence are part of the build, not a phase that comes later. A change that leaves the evidence stale is not finished.

If you have the domain expertise and a problem set that needs its own tool, that is the conversation to have with us.

Describe your problem set