Resolve access
Is source access resolved before context preparation?
AI Applications
Your AI app.Better input.
Build your copilot on a governed context path. The Engine connects permitted business data, applies content and budget rules and returns context or an authorized execution result to your application.
A workflow to try
A user asks your product copilot how a feature works.
- Starting material
- The user’s question and permitted product documentation.
- What you work toward
- Useful context for a model call your application controls.
Authorize
Resolve access first.
Authenticate the user in your application and bind the Engine request to the corresponding identity and project. Enterprise policy enforces source permissions and tenant scope at the Engine boundary.
- Your responsibility
- Business identity and the product experience; Engine policy enforces the authorized request scope.
- Integration point
- A documented SDK source or tool call with explicit scope.
Prepare
Prepare the model input.
Choose context-only integration or governed execution. Prepare the relevant material and, when execution goes through the Engine, apply permitted model routes, budgets and bounded fallbacks.
- LeanCTX provides
- Prepared context and operation-specific metadata.
- Your host chooses
- The product prompt and request; governed execution restricts model choice to permitted routes.
Evaluate
Test the user’s result.
Record available token measurements and the host outcome. Test answer quality against your product requirements, then confirm commercial rights before release.
- Before rollout
- Test allowed, refused and unavailable-source paths.
- Commercial use
- Confirm SDK production and distribution rights for your product.
What good looks like
Check the complete request path.
Follow the request from identity and selected sources to its result and recorded cost. Your app owns the experience; LeanCTX supplies the context, control and evidence underneath.
Own the response
Does the application handle refusal and protocol failure?
Verify the answer
Can you evaluate the answer against the selected sources?
Keep in scope
Connect the SDK to the Engine you operate locally or as an Enterprise service. Your application defines its business logic; Engine capabilities follow the negotiated interface and request policy.
Another way to use LeanCTX
Teams & Agents
Give the next person or agent a focused task, useful findings and a clear owner.
Start with LeanCTX
Make context part of your product.
Useful context for a model call your application controls.
Local-first. Model-agnostic. Your context.