What is Answerplane?
A practical overview of the trusted data layer, its users, and its answer lifecycle.
What is Answerplane?
Answerplane is a governed access layer between your organization's data and the people, products, and agents that need answers. It connects databases, warehouses, files, document stores, SaaS systems, and approved tools without forcing every user to learn each source's query language.
The answer lifecycle
Every request follows the same model:
- Ground: resolve terms against the catalog, semantic layer, and organization knowledge.
- Plan: turn intent into a typed, inspectable plan.
- Execute: run bounded operations against approved sources.
- Verify: return results with assumptions, provenance, and generated operations.
- Share: reuse the result in chat, a dashboard, a data app, an export, or an integration.
This is broader than natural-language SQL. A question may use SQL, NoSQL aggregation, a file query, an API tool, or a governed cross-source join.
Who uses it
| Role | Typical work |
|---|---|
| Analysts and operators | Ask, validate, chart, and share answers |
| Data teams | Connect sources, curate metadata, and define shared meaning |
| Product teams | Build dashboards, data apps, and signed embeds |
| Developers | Use APIs and MCP tools against the same governed layer |
| Administrators | Manage access, scoping, usage, billing, and audit logs |
What makes an answer trustworthy
Answerplane keeps the route from question to result visible. The plan identifies sources, relationships, filters, and assumptions. Provenance records the executed operations and relevant scope. Source credentials remain server-side and should be read-only wherever possible.
Next, complete the quickstart.