Symbolic Engineering

Contour, the platform

We help your AI get the right answers from your databases.

You have a lot of data and you are under pressure for results? Contour builds the semantics your systems expect, over what you already run, so your team and your AI agents can go straight to the right answer.

Learn more about what we we work with and how.

The same contours with nothing at the centre
The same contours resolved into one filled centre

Bring us your expensive questions

We help you deliver the impossible.

If your current infrastructure should answer it and still can't, reach us out.

You made a successful demo, and everyone loved it. But you can't get it to work in production: data is messy, your AI is getting confused, and now you are under a lot of pressure. Talk to us, we bring the expertise to make your data and AI work together.

Tell us what you cannot currently answer →

Take control of what your data means

The same pattern of failure.

We have experience working with different segments, and over time noticed that companies don't often lack data. In fact, there is usually a lot of it; what they lack is a semantics under their control. To address that problem, we have a logic system that produces a read-model for agents and people.

Some domains where we can help you with include:

Fintech & payments

How much are clients actually transacting? The answer crosses provider events, internal ledgers, bank feeds, reversals, settlements, and definitions nobody has made durable.

Reliability & maintenance

Which assets threaten the next outage? The plant has SAP, sensors, historians, and work orders, but engineers still assemble reliability analysis by hand.

Funds & data platforms

Which number can the firm defend? Decades of records, or a sprawling generated warehouse, still leave positions, exposure, segments, and revenue hard to trace.

Some concrete cases where we can help, worked through in full →