Intent Solutions is an applied AI engineering company that turns AI capability into reliable, measurable production work. We build with your team, test against your work, and transfer the knowledge needed to operate and evolve the system.
Start with the problem. You do not need a model or a technical specification picked out.
Here to build with us? Explore the practiceA demo shows behavior. A test checks a claim. Our public work gives you both to inspect before you decide to work with us. It is evidence of our method, not a promise about your result.
This published Labs record shows the gate, its decision, and when it ran. Open the bundle to inspect the result in context.
Inspect this evaluationdatabricks-cluster-forensicsDated example, checked 12 September 2026. This is one gate result, not a verdict on an entire system. See current results.
Current evaluations, evidence bundles, freshness, and the rows that did not pass.
See current results EvalsVersioned meanings for verdicts, runtime receipts, review states, and regressions.
Read the definitions MarketplaceA public marketplace of plugins and agent skills that can be inspected before adoption.
Explore the marketplace DemosA catalog of systems and experiments you can open, use, and judge for yourself.
Open the demosEngineering creates evidence. Evidence informs demos, teaching, and reusable tools. See how the work connects
The model follows the task, your data constraints, and the tests it needs to pass. We agree on ownership, governance, knowledge transfer, and an exit path from the start. Your team should be able to run and improve the system with the agreed handoff materials.
Agree on the workflow, baseline, definition of done, human decision rights, and handoff responsibilities before building.
Build integrations, context, tools, and exception paths with the people who will use and maintain the system.
Evaluate real work against the agreed test. Record failures and limitations; publish evidence where permission allows.
Establish monitoring, rollback, and operating ownership. Transfer the documentation, access, and knowledge your team needs to run and improve the system.
Jeremy Longshore founded Intent Solutions. Today, engineers, operators, instructors, and project leaders define, build, test, teach, and run the work together. Models and providers remain components; the team and its operating standard are what make the work durable. The same engineering can become a permitted demo, a lesson in Learn, a reusable tool, or a focused product.
See how the work connectsTell us what your team does today and what a useful result would look like. We review the fit before proposing the work.