Announcing Snow Leopard’s Playground APIs: Build Agents With Your Own Data in Minutes
From zero to live, accurate data for your AI agent in minutes, not days or weeks.
We’re excited to announce the launch of Snow Leopard’s Playground APIs — a fast, simple way to build AI agents that use structured enterprise data with high accuracy and reliability, right out of the box.
We recently introduced the Snow Leopard Self-Service Playground, where you can upload a SQLite database and try Snowy (our simple conversational BI chatbot) directly with your data. That release focused on exploration — giving you a hands-on feel for how Snow Leopard retrieves structured data accurately and deterministically.
Today’s API release takes the next step.
With the new Playground APIs, you can now integrate Snow Leopard directly into your agents and workflows using your own dataset, without any of the setup or iteration cycles that typically slow teams down.
Operational Data Shouldn’t Be the Hardest Part of Building AI Agents
Nearly every developer trying to build AI agents hits the same bottlenecks:
Connecting to databases is painful — each data source requires its own MCP server, custom setup, and brittle tool-calling logic.
Accuracy is unpredictable — LLM-based Text2SQL requires weeks of schema prompting and context engineering just to get to acceptable accuracy.
Pipelines add more complexity — ETL, data dumps, and RAG snapshots all introduce staleness and drift.
Scaling across multiple data sources compounds the problem — each integration becomes its own multi-week project, exponentially increasing complexity.
These issues mean that most AI agent projects rarely graduate from POCs. The core data plumbing and accuracy tuning end up consuming the schedule long before any useful agent logic can be built.
Snow Leopard is designed to remove that entire class of complexity and “busy work”.
What Becomes Possible When Data Isn’t the Blocker
With Snow Leopard handling structured data retrieval under the hood, AI agent builders get:
High accuracy out of the box — our semantic intelligence engine handles even complex schemas and inconsistent internal naming.
Deterministic data access — Snow Leopard says “no” clearly when data doesn’t exist, instead of hallucinating.
Real-time access to source-of-truth systems — no pipelines, no caching, no data drift.
Zero schema prompting or tool-call orchestration — Snow Leopard does the heavy lifting for you.
And now, with the Playground APIs, you can plug Snow Leopard into your own agents instantly and experience a better way to build agents firsthand!
How It Works
Upload your dataset to the Snow Leopard Playground
See FAQ for details. (Today we support SQLite; more formats coming soon.)Snow Leopard automatically constructs a semantic understanding of your data, capturing relationships, business logic, and internal conventions, without any manual configuration.
Use the Playground API endpoints in your agent – use live data for agentic decisions or ask real-time questions over your dataset, with Snow Leopard generating accurate SQL and retrieving live results. See our API docs for more details.
That’s it.
No MCP server to set up and tune.
No context engineering cycles or schema prompting.
No ETL pipelines or data dumps.
You go from zero to live, reliable data for your agent in minutes, not days or weeks.
Why We Built This
AI developers should be able to spend their time building agent logic, not wrestling with connectors, schemas, or LLM tooling fragility.
Snow Leopard’s mission is simple: to make enterprise operational data as easy to use as unstructured text, so developers can ship meaningful agents to production faster.
The Playground APIs let you experience this directly. Teams get a lightweight, low-friction way to prototype real agent workflows using Snow Leopard before moving to full production deployments.
Try the APIs Today!
If you’ve been blocked by accuracy issues, unreliable Text2SQL, schema complexity, or endless setup cycles — give the Playground APIs a try and see what becomes possible when structured data just works.
Upload your dataset, connect your agent, and start building agents backed by live, accurate, operational data.
See our API docs for more details. Start for free today!
If you’d like to go deeper or bring Snow Leopard into your production stack, we’d love to talk: hello@snowleopard.ai
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