Enterprise
Data Editor
Queryli connects your data ecosystem, translates business intent into accurate queries, and lowers AI operating costs with schema-aware intelligence.
Intelligent context
Less data in. Better answers out.
Most AI tools dump your entire data structure into the prompt. Queryli sends only what matters — so you pay less and get results that actually work.
Understand business logic
Queryli reads your data structure — whether it's a relational schema, document collections, or file stores — and learns domain relationships so it knows exactly where the right data lives.
Reduce context size
Instead of sending your entire data structure to the LLM, only the relevant sources and fields are included — cutting token usage by up to 80% without losing accuracy.
Generate optimized queries
The AI produces valid, production-ready queries tailored to your data source — SQL, NoSQL pipelines, or file lookups — on the first attempt.
More with less
Query Optimized
Compact prompts mean faster responses and dramatically lower API costs per query.
Schema Context
Only business-relevant data sources reach the model — no noise, no wasted context window.
Semantic Understanding
Domain-aware reasoning maps business intent to the correct fields and relationships across any data source.
Flexible by design
Solo or team. You decide.
Use Queryli as a private workspace, or bring your whole team and share everything — scripts, connections, and AI agents.
Your private workspace
Work independently with full control. Your connections, queries, and AI agents stay private — no organization needed.
Spatial workflows
GIS built into the editor
Query spatial data, visualize results on a map, and work with ESRI geodatabases — all without leaving Queryli.
ESRI Integration
First-class support for ArcGIS Enterprise geodatabases on PostgreSQL and SQL Server — work with spatial data the way ESRI intended.
Domain View
Coded and range domain values are resolved inline — see meaningful labels instead of raw codes directly in your query results.
Interactive Map
Visualize spatial results on a built-in map with automatic SRID transforms — no need to export data to a separate GIS tool.
GDB Support
Query and manage enterprise geodatabase objects, versioned data, and spatial tables with dialect-aware commands built in.
Pricing
Plans for teams and organizations
We offer flexible plans tailored to your team size and data needs. Get in touch and we'll find the right fit.