AI-powered SQL & charting IDE
Discover datasets, connect your own databases, and join query results across sources. Turn those connections into answers through a powerful SQL and chart workspace—with your choice of database, cloud, and AI providers.
You asked: Which suppliers hit by factory shutdowns still have open orders with us? Chart exposure vs. orders by quarter.
KnowSQL AI: Joined 3 sources on company_id, wrote the SQL, and generated a chart. Everything below is editable.
| quarter | Q1 | Q2 | Q3 | Q4 | Q5 | Q6 |
|---|---|---|---|---|---|---|
| exposure | ||||||
| orders |
01 / Data
Pull ready-to-query data from the Dataset Marketplace and connect the databases you already run—relational, document, graph, vector, time-series, or warehouse. Work with external research and internal information through one familiar interface, while keeping your existing infrastructure.
02 / Cross-source joins
Search news in Elasticsearch. Explore relationships in Neo4j. Query business records in PostgreSQL. Then join the resulting tables using shared identifiers and analyze them together.
Each source runs its own query. KnowSQL brings the results together so you can explore connections across systems without first migrating every source into one database.
Elasticsearch
q1Search news
match: "port delays"Neo4j
q2Explore relationships
MATCH (s)-[:SUPPLIES]->(m)PostgreSQL
q3Query business records
SELECT * FROM ordersCombined result
Ready for further queries, charts, and analysis
| supplier | manufacturer | exposure |
|---|---|---|
| TSMC-FAB14 | Acme Devices | $2.4M |
| Kyo Ceramics | Northwind Auto | $860K |
| Delta Wafer | Acme Devices | $1.1M |
Authorized query results are combined in isolated processing jobs, ready for further queries, charts, and analysis.
03 / Use cases
Search news articles in Elasticsearch for factory shutdowns, port delays, or supply chain disruptions. Connect the companies identified in those articles to a Neo4j network of suppliers and the businesses they produce for.
Find reports of a semiconductor supplier’s factory shutdown, then explore which manufacturers depend on that supplier. Add your purchasing, inventory, or portfolio data to investigate your own potential exposure.
Sources joined
04 / Workspace
Explore schemas, write SQL with intelligent autocomplete, and inspect your results. Turn individual or combined query results into visualizations that reveal trends, comparisons, and outliers. Save useful queries and chart configurations so your next investigation builds on what you’ve already learned.
Browse tables, fields, and relationships across every connected source.
Write SQL faster with context-aware suggestions for every dialect.
Visualize single or combined results to reveal trends, comparisons, and outliers.
Keep queries and chart configurations so each investigation builds on the last.
05 / AI providers
Get help writing, explaining, and improving queries using your own AI account. Connect Vercel AI Gateway (opens in a new tab), OpenRouter (opens in a new tab), or Fireworks AI (opens in a new tab) and pick models based on capability, cost, and your organization’s requirements—billed to you, switchable anytime.
06 / Agents via MCP
KnowSQL’s MCP interface gives agents like OpenClaw (opens in a new tab) and Hermes (opens in a new tab) a way to explore schemas, run permitted queries, and request analyses that combine results across sources. Query results can then trigger and feed automations in Composio (opens in a new tab) and n8n (opens in a new tab), so an answer becomes an action—with the model provider you choose.
// mcp tools exposed by KnowSQL
list_schemas()
run_query(source, sql) // permitted only
join_results(["q1", "q2"], on)07 / Freedom
Work across supported databases and cloud environments through a consistent workspace. Add data sources, change AI providers, and evolve your infrastructure as your needs grow—without committing your entire workflow to one vendor.
Vendor lock-in
No proprietary format holding your queries or charts hostage.
Cloud lock-in
Run across supported cloud environments as your footprint changes.
Database lock-in
Postgres today, Snowflake or Neo4j tomorrow—without rebuilding your workflow.
Dataset lock-in
Mix Marketplace data like NewsAPI.ai or Twelve Data with your own—and switch freely.