← BACK TO PROJECTSA relay team of AI agents turns a plain-English question into a validated answer.
Onpoint Insights
AI Agents That Answer Analyst Questions on 20K+ Records
Analysts at a PPE (personal protective equipment) manufacturer spent a lot of time running custom database queries against 20K+ product records.
HOW THE SYSTEM WORKS
IN
Analyst question
asked in plain English
STEP
Decomposer agent
splits it into sub-queries
STEP
SQL builder agent
writes the database query
CHECK
Validator agent
checks the query before it runs
DATA
20K+ product records
queried on Azure
OUT
Synthesized answer
40% less analyst effort
Built
Sequential team of AI agents: query decomposition → SQL construction → validation → response synthesis.
Approach
Azure-deployed agents using GPT-4o and o3-mini, with validation gates between each stage.
Impact
40% reduction in analyst effort
Skills
AzureGPT-4oo3-miniMulti-AgentSQL