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.
Warehouse + CRM + the Excel that never made it in — three stories, no join.
Finance and Sales both say "revenue" — and mean different columns.
"Don't count that deal," "March is seasonal," "DE differs" — still in someone's head.
Experts get you ready faster. Then you keep a tailored AI Advisor for daily work.
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.
Experts run the hard analysis with software. The next round isn't another full consulting project.
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.
You pay to build the capability — not forever for every repeat question. Leave smarter than when we started.
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.
30 minutes on your systems, definitions, and the questions you wish you could answer.
