Enterprise Natural Language Analytics Copilot
Shipped in 3 WeeksSQL AgentData IntelligenceEnterprise Copilot
Enterprise Natural Language Analytics Copilot
Natural language query copilot enabling cross-functional teams to query cloud data warehouses in plain English.
Enterprise Data
3 weeks production sprint
LangChain SQL Agent · GPT-4o · BigQuery
10s answer
latency
70% analyst
bandwidth reclaimed
200+ active
non-tech users
Connected to
8 data warehouses
Production Deployment Architecture · Enterprise Natural Language Analytics Copilot
01
The Business Challenge
Marketing and operations departments waited 4 days for data engineering teams to write repetitive SQL queries for standard reports.
02
Architectural Solution
Architected an AI SQL Copilot with semantic caching, schema indexing, and safety guardrails connected to BigQuery and PostgreSQL.
Measured Outcomes
Query turnaround reduced from 4 days to 10 seconds. Reclaimed 70% of data engineering team bandwidth for strategic initiatives.
10s answer latency
70% analyst bandwidth reclaimed
200+ active non-tech users
Connected to 8 data warehouses
Technology Stack
LangChain SQL AgentGPT-4oBigQueryPostgreSQLReact
Sprint Timeline
3 weeks
Want to engineer a similar AI system for your enterprise?