Natural Language Analytics.
Built for Messy, Real-World Data.
Elastiq Discover turns messy enterprise schemas into production-ready intelligence - without data ever leaving your infrastructure.
Multimodal Data, Questions & Answers
Discover ingests structured and unstructured data from every source, understands natural language questions, and delivers rich, multimodal answers.
The company profit grew 25% YOY
Text & Tables in Documents
Revenue vs COGS
Infographics
BigQuery | 2026 | 2025 | |
|---|---|---|
| EPS | 15x | 10x |
| Gross | $50M | $40M |
| Net | $12M | $7M |
| ROE | 18% | 14% |
| D/E | 0.6 | 0.8 |
Structured Data
Audio & Videos
3rd Party APIs
What's the company's financial health?
Company profit grew 25% [A]. Revenue grew while keeping the COGS down [B]. This resulted in their EPS growth of 50% [C]. The CEO announced new products [D]. The company stock outperformed S&P 500 by 20% [E].
Real Answers Require Multiple Sources
Real-world business questions are complex. Discover orchestrates pipelines across databases, APIs, and SaaS tools - sequentially and in parallel.
"Impact of rain on our marketing performance?"
Orchestrates the full pipeline
Fetches weather data by region
Queries sales data by category
Marketing spend and performance
Correlates data across all sources
Answers, visualizations, and recommended actions
Databases, APIs, and SaaS Tools - One Interface
Snowflake BigQuery 
PostgreSQL 
MongoDB 
MySQL 
Redis 
Redshift 
Salesforce 
HubSpot 
Jira 
Stripe 
Shopify Google Ads 30+ connectors. SQL, NoSQL, REST APIs, and SaaS platforms.
Your Data Never Leaves Your Cloud
Instead of sending your data out, we bring the AI in. Discover deploys entirely inside your environment.
Traditional AI SaaS
Your data leaves the firewall to reach a third-party cloud
Elastiq Discover
AI deploys inside your cloud. Data never leaves your VPC.
Massive Schemas, Precise Answers
Dumping a massive schema into an LLM doesn't work. Discover intelligently selects only the tables and columns that matter for each question.
Other AI Solutions
Pass the entire schema to the LLM and hope for the best
Elastiq Discover
AI selects only the relevant tables before generating a query
Why Enterprise Data is Hard
Every AI analytics tool breaks on real enterprise data.
Discover was designed for it.
Incomplete DB Definition
Enterprise DB schemas often contain tables with missing or outdated column descriptions.
Missing FK Relationships
Most enterprise databases don't enforce foreign keys, leaving join paths undocumented.
Ambiguous Schema Names
Similar table and column names coexist, and without business context, AI selects the wrong one.
Bloated Schema Noise
Deprecated tables, columns and views bloat the database and pollute the AI's context.
See Discover in Action
Watch how it works on complex enterprise structured and unstructured data.
Natural Language Queries on a Real Enterprise Schema
2-minute walkthrough
Production Ready
in 14 Days.
Schema enrichment. Security integration. Deployment. Go live. Two weeks.
- Dedicated engineering team for onboarding
- Works with your existing cloud and LLM provider
- No data migration - connects to your databases in place