The Lab

LAB 002

Prototype

Business Intelligence AI

Turning business data into actionable insights.

Business Intelligence AI experiment visual
Experiment
LAB 002
Status
Prototype
Tags
AI · Data · Analytics
Studio
Man & Tech Lab

01

The question

Can a business ask its own database a question in plain language and trust the answer?

02

Concept

A semantic layer between the language model and the warehouse, so questions resolve against defined metrics instead of raw guesses.

03

Technologies

  • SQL
  • PostgreSQL
  • LLM APIs
  • React

04

What we're learning

  • A metric layer removes most hallucinated numbers
  • Showing the generated query builds more trust than hiding it
  • Ambiguous questions need a clarifying step, not a best guess

05

Future direction

Automatic narrative summaries for weekly performance, with anomaly detection that explains itself.

06

Screenshots

Business Intelligence AI prototype screenshot

Curious about this experiment?

Tell us what you're trying to build and we'll tell you how we'd approach it.

info@manandtech.com
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