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Testimonials

Clients in their own words. Names withheld under confidentiality, roles and sectors are real.

The one we are proudest of
They told us our data could not support the model we asked for. It was the most useful invoice we have ever paid.
CM Chief Operating Officer Manufacturing, Punjab
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Models in production
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Projects we advised against
In their words

Ten more, unedited

Every number they gave us had an interval around it. Our previous vendor gave us four decimal places and no test set.

HF Head of Analytics Financial services, Mumbai

Our planner beat their first three models. They said so in the report rather than quietly changing the metric.

SC Supply Chain Director Components, Haryana

They recommended switching off a model we were paying them to maintain. I did not know that was allowed.

CL Chief Technology Officer Logistics, Delhi

The model card told us where the system would fail before it failed there. That is the whole point and nobody else does it.

QI Quality Head Industrial, Ludhiana

We asked them to fine tune a language model. They talked us out of it and built something cheaper that we can audit.

DL Director of Risk Lending, Bengaluru

They found the target variable leaking into a feature in a system that had been live for two years.

DR Data Lead Retail, Gurugram

They evaluated a vendor's model for us and told us the claim did not hold. That conversation saved a seven figure decision.

MI Managing Director Insurance, Pune

The annotation protocol they wrote was more valuable than the model. We use it for everything now.

OM Operations Manager Manufacturing, Punjab

Two years old as a firm and more rigorous than the research group we worked with before.

PP Professor Public sector research

They refused to build something we asked for, and explained why in a way I could take to my board.

CH Chief Executive Healthcare, Chandigarh
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Including the client whose model we recommended switching off, and the one we told not to proceed. Those two conversations will tell you more than this page does.

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A working data scientist reads every enquiry. You will get an honest read on whether your data can support the model you have in mind, before anyone quotes you a number.