Retail Analytics Copilot
80% reduction in reporting time
The Operational Bottleneck
The client operated multiple SQL databases across regional warehouses. Executive and category managers had to wait up to 4 days for custom data reports, slowing inventory decisions.
The AI System Architecture
Altimet AI built a customized AI Data Copilot that maps semantic queries into validated SQL. We implemented a secure query sandbox with strict column access controls, enabling users to generate tables and charts directly in Slack or web dashboards.
Technical Pipeline Summary
Semantic query translation graph using fine-tuned Llama-3, structured metadata mapper, and sandboxed execution container.
Operational Impact & Gains
Average query generation and execution time reduced from 4 days to 6 seconds.
99.4% SQL validity rate across complex database queries.
Over 400 monthly hours saved for the data analyst team.
Operational Scope
Client Profile
Multinational Omnichannel Retailer
Validated Outcome
80% reduction in reporting time
Integration Stack
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