Apps & internal tools
Web apps, dashboards and internal tools — built quickly with AI, reviewed like production software.
We design and ship software with AI in the loop, and apply the same discipline to the build that we put in our security tools: isolated environments, live re-execution, and a human sign-off before anything reaches production.
We build the thing you need and leave you something maintainable, documented, and safe to run.
Web apps, dashboards and internal tools — built quickly with AI, reviewed like production software.
Workflows, data pipelines and scheduled jobs that remove manual steps without removing oversight.
AI agents and MCP integrations — with capability gates so they can act usefully without over-reaching.
The same rules that make our security tools trustworthy make the software we build for you trustworthy.
We agree what success looks like and what could go wrong — data, access, and failure modes — before writing code.
We move fast with AI, in isolated environments, re-running everything live instead of trusting pasted output.
Nothing goes to production without a person's explicit review — and you get documentation and tests, not just a demo.
Tell us what you're trying to do. We'll tell you honestly whether AI-in-the-loop is the right way to build it.