> ## Documentation Index
> Fetch the complete documentation index at: https://innofinhub.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Run a measurable AI pilot

> Choose a small use case with a clear outcome

## Example: a customer-service knowledge assistant

**Inputs:** approved guides and FAQs. **Outputs:** an answer with a source, or a handoff when information is missing.

| Test dimension | Measure |
| - | - |
| Answer quality | Accuracy and source alignment |
| Time | Time to a useful answer |
| Missing information | Clarification or appropriate handoff |
| Cost | Cost per successful request and review |

## Pilot boundaries

Start with public content and synthetic data. The initial pilot does not authorise transfers or independent financial decisions.

## Moving to production

Review results with users, define human review, knowledge sources and maintenance before scaling.

This portal describes a proposed service and does not include an operational AI assistant yet.


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