Conterval

Data and AI consulting

Know what your data says, and how sure you can be.

Conterval builds machine learning models, data pipelines and dashboards that hold up in production, with the uncertainty stated up front.

Forecasting, classification and ranking models, evaluated honestly and deployed where your team can run them.

Data cleaning, reliable pipelines and analytics engineering that turn raw data into tested tables your analysts can trust.

Dashboards and charts that answer a specific question and get opened more than once.

LLM features and document search built on your own data, with evaluation in place before launch.

A/B tests, causal analysis and estimates that come with a range, so a decision can weigh the risk.

Hands-on workshops that leave your team able to maintain the work, built on books and courses about Polars and pandas.

How an engagement runs

Start from the decision the work should improve, check the data can support it, and agree what success looks like.

Deliver in short cycles against real data, so you see working output early and can change direction cheaply.

Finish with documented code, tests and a walkthrough, so your team owns the result.

Turning a retailer’s single monthly forecast into a clear production plan for white and brown bread.

Send a short description of what you are working on, and you will get an honest view of whether it is a good fit.