Bring us the work you need AI to do.

Intent Solutions is an applied AI engineering company. We turn AI capability into reliable, measurable production work: built with your team, tested against your work, and handed over for you to run and improve.

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Intent Solutions — Claude Partner Network Select Services Partner

Claude Partner Network, Select tier.
Model-agnostic engineering, built around your work.

Start with the problem. You do not need a model or a technical specification picked out.

Here to build with us? Explore the practice

See what ran. Check what happened.

A 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.

Inspect how we build before we build for you.

Tons of Skills, our flagship open-source work, is a public marketplace of plugins and agent skills for AI coding agents. The code, the change history and the review trail are all open, so you can judge the work itself.

Explore Tons of Skills Read the source
What it is
Plugins and agent skills for AI coding agents
License
MIT
Maintained by
Intent Solutions

The catalog changes often, so current figures live on the site itself. Evaluation results, including the ones that did not pass, are published at Intent Labs.

Intent Outreach, a real estate demo

Shape a workflow around your market, buy box or relationships. Explore example shortlists, client briefs and follow-up queues, then send us the version you want to build.

Interactive examples use fictional data. A separate property-data sandbox lets you inspect the connection.

Try Intent Outreach Browse all demos

The result, including the failures.

Current evaluations, evidence bundles, freshness, and the rows that did not pass.

See current results at Intent Labs

The definition behind the result.

Versioned meanings for verdicts, runtime receipts, review states, and regressions.

Read the definitions in Evals

The code behind the work.

Our public repositories on GitHub, with the commit and review history attached.

Browse the source on GitHub

Find a demo that fits your work.

Browse business tools, industry workflows and technical examples. Each page explains what you can try.

Open Intent Solutions demos

Engineering creates evidence. Evidence informs demos, teaching, and reusable tools. See how the work connects

The tools can change. The discipline stays.

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.

  1. 01

    Frame

    Agree on the workflow, baseline, definition of done, human decision rights, and handoff responsibilities before building.

  2. 02

    Build

    Build integrations, context, tools, and exception paths with the people who will use and maintain the system.

  3. 03

    Prove

    Evaluate real work against the agreed test. Record failures and limitations; publish evidence where permission allows.

  4. 04

    Operate

    Establish monitoring, rollback, and operating ownership. Transfer the documentation, access, and knowledge your team needs to run and improve the system.

The systems carry one name. The work is done by a team.

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 connects

What work needs to change?

Tell us what your team does today and what a useful result would look like. We review the fit before proposing the work.

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