What Our Clients Say

We engaged kalibrena for supply chain optimization and the result was a practical model our planning team actually uses daily. They took the time to understand our constraints — seasonal fluctuations, multiple warehouse locations — before building anything. The scenario tool they delivered gives us flexibility we did not have before.

The image recognition model kalibrena built for our defect detection line has been running for three months now with strong accuracy. The labelling guidelines they provided mean our team can continue improving the model internally. I wish the training phase had been a bit shorter, but the thoroughness shows in the output quality.

We did the scoping workshop before committing to a larger project. It was exactly what we needed — a clear, honest assessment of what was feasible with our data and a project brief we could take to our board. The workshop paid for itself in clarity alone.

What stood out about kalibrena was their honesty during the scoping phase. They told us upfront that one of our data sources was not reliable enough for the model we had in mind, and suggested a different approach that worked with what we had. That kind of candour saved us from a costly mistake.

The documentation quality from kalibrena was noticeably better than what we have received from other vendors. Everything from the model architecture to the maintenance procedures was written so our internal team could understand it. We have been running the image classification system for two months without needing external support.

The supply chain optimization model kalibrena built has helped us reduce overstock in two of our highest-cost categories. It was not a dramatic overnight change but rather a steady improvement over weeks as our team learned to work with the scenario recommendations. That is exactly the kind of realistic outcome I was hoping for.