Demos love clean CSVs. Production fails on Slack definitions and three revenue columns. We start where you are, and leave deep analysis plus an AI Advisor you keep.
Conventional consulting sells hours and walks out. explai delivers analysis plus an AI Advisor your data science team governs.
The rules that make numbers true never make the spec: “Don’t count that deal.” “March is seasonal.” “The German entity books revenue differently.”
That knowledge lives in heads and Slack: technically correct, commercially wrong. We encode it. You keep the capability.
We wire your systems: warehouse, tools, the files that never made it in. Sandbox in days.
Data-health check first. Then automated checks against known-good answers.
Capture definitions, exceptions, logic once: Every correction becomes the next rule.
Data, knowledge, golden answers: profiled. Days into daily use, not months. Candid profile plus sandbox.
An explai data scientist runs the analysis with software, faster, without cutting depth.
Export, or license an Advisor on your data. Private cloud or on-prem. Recurring questions: minutes, not re-hires.
Consulting-grade answers without hiring a full bench. We bring the depth, and leave an Advisor your practice owns.
Central data science is booked out. We move the department forward, governed, no shadow stack.
You don't need clean, documented data to start: that's the point. Most failures aren't about the model; they're about unwritten business rules ("don't count that deal," "March is seasonal") that never made it into any spec. explai starts where you actually are, encodes those rules, and you keep the resulting capability.
explai mines that unwritten analytical knowledge, the kind that's lost the moment a key person leaves, directly from everyday interaction, and manages it like code: a private, transparent asset that compounds with every use instead of living only in someone's head.
Conventional consulting sells hours and walks out with a deck. explai delivers the same analysis depth plus an AI Advisor your own data science team keeps and governs afterward: a partnership, not a one-time report.
30 minutes on your systems, definitions, and the questions you wish you could answer.
