AI development company_

It builds software around machine learning instead of reselling access to someone else's model. In practice that is three jobs at once: choosing and training the models, building the retrieval, evaluation and data pipelines around them, and wiring the result into the systems a business already runs on. Oligamy Software does all three, and most engagements start by measuring what the current process gets right today, because that number decides whether a model is an improvement or just a change.

An automation agency connects no code tools to each other. That is a real service and it solves real problems, but it is not this one. We get hired when the workflow has to survive an audit, a load spike or a regulator, and a wrong output is an incident rather than an inconvenience. That means owning the model, the evaluation suite and the code, rather than the connectors between other people's products.

It depends on how much of the problem is already understood, which is why we prefer to measure before quoting. We price against a unit of work rather than a headcount, so the question becomes cost per thousand pages, per claim or per ticket, compared against what the same work costs today. That comparison is also the honest way to find out that a project is not worth building, which happens.

Yes. Retrieval augmented generation over large document sets, fine tuned models where the problem is how a model behaves rather than what it knows, and tool using agents with explicit limits on what they are allowed to execute. Systems ship with a confidence threshold that routes uncertain cases to a human instead of guessing, and with a log of what was decided and why.

Oligamy Software is based in Gdansk, Poland, with more than 50 engineers, and works with clients internationally. Engineers work inside your environment and your backlog, matched to your stack, seniority level and time zone, rather than handing work over a wall at the end of the day.