How do you keep our data safe when using AI?
We build sandboxed environments where your data never touches a public model. The AI runs inside your controlled environment — your cloud, your servers, or an isolated container. Nothing is stored outside your control and nothing is used to train any model.
What's the difference between consulting and the skill bundles?
Consulting is custom: we scope, build, and hand off. The skill bundles at /skills are off-the-shelf Markdown files you drop into Claude, ChatGPT, or Cursor — with the same guardrails we use on consulting engagements. Buy once, use forever.
What does a typical engagement look like?
Most projects start with a 20-30 minute discovery call. We scope the work, agree on timeline and deliverables upfront, and build. Documentation included so your team can maintain it without us.
What size companies do you work with?
Primarily small and mid-size businesses — typically 5 to 200 people — with real operational complexity but no full internal data or engineering team.
What tools do you use?
Python and SQL for data and automation. Power BI and custom dashboards for reporting. Sandboxed AI deployments for any model work. We build within your existing stack — no platform-switching required.
How long do projects take?
A focused data cleanup and reporting project is typically two to four weeks. Process redesign runs four to eight weeks. Sandboxed AI deployments are usually complete within six to ten weeks.