The right tools for the right problems.
So your workflows stop consuming your experts.
We find where AI belongs in your business, build the workflows that unload your experts, and make your people comfortably fluent in it.
To automate the work that only your best people can do.
That's the work we leverage AI to automate — intelligently.
Some work genuinely requires an expert. But most of the hours don't go into the expertise — they go into gathering, reading, and cross-checking before any real judgment happens. Automation has never touched it, because you can't script the calls your experts make along the way. So we learn those calls from them, and build a system that makes them.
Your experts stop doing busywork and get back to the work worth their time.
What they do, how they do it, and the calls they make.
Experts can rarely tell you how they decide — they'll describe the official process, not the calls they actually make. So we start with the work they've already produced and infer the heuristics behind it. Then we test the system against that same history, where the right answers are already known. Your experts weigh in where it counts, without sitting in a room with us for weeks.
The result is a system that runs the process with their reasoning baked in.
So the system's judgment holds up against yours.
When the system's reasoning matches their past work, we move it toward live data in stages. Each one is measured against what your experts would have done, and nothing advances until they sign off. Once it's live, we keep monitoring and adjusting — new formats, new sources, new edge cases the system hasn't seen.
The system earns your trust one stage at a time.
Stop consuming your people.
Get PragmaticWhere it fits, and how your people use it.
The right mix is specific to the way you work.
There are more kinds of AI than most people realize, and not all of them fit your problems. We look at how your organization actually works today and build a plan around it — leveraging the right AI in the right places, freeing your people up to spend their time on the work that moves the business forward.
The result is a pragmatic plan for AI, built around you.
Then make them comfortably fluent in AI.
From chatbots to copilots to tools they build themselves, we give each person the AI skills to be genuinely productive at every step. That means prompt techniques and context windows that don't quietly fail, retrieval that puts your own documents and spreadsheets in reach, copilots connected to the data your work actually runs on, and coding agents for the people ready to build their own tools.
Your people become fluently productive leveraging AI in their workflows.
Sprechen Sie AI?
Get PragmaticGoverned AI development platform.
Lygan democratizes development across your organization: teams build the apps, agents, and tools they need, inside guardrails you set. Development happens without reinventing what already exists, and without putting your data at risk.
AI extraction and inference platform for unstructured data.
Lissajous extracts structured data from text and images at scale, grounded in a domain ontology tailored to your business. It processes millions of documents while being configured and managed entirely in a browser, routing each page to the model that fits it — so you're not paying frontier prices to read clean text.
We built these because we needed them. You probably do too.
Get Pragmatic