# Enterprise evaluation brief

Planning template from Forward Intelligence. Fill in known information and mark open questions. Sharing or submission requires a separate action.

## Workflow and owner

- Workflow / people using the output:
- Sponsor and acceptance owner:
- Unit of work:
- Monthly volume and peaks:
- Current process and baseline:

## Inputs and integrations

- Representative input types and approximate sample count:
- Required outputs / rubric:
- Systems and tools to connect:
- Data access owner and constraints:
- Residency / deployment requirements:
- Exceptions and human handoff:

## Comparison

- Candidate models / checkpoints:
- Account access and deployment limits to confirm:
- Pinned prompt, model and configuration:
- Held-out set, if training is involved:
- Task / tool / test rules shared by baseline and candidates:

## Acceptance and useful cost

- Quality threshold and accepted-result definition:
- Response or completion-time threshold:
- Exception / rework threshold:
- Total cost boundary:
- Cost per accepted result target:
- Sample size and evaluation period:
- Regression checks:

## Commercial and operating scope

- Delivery and recurring operation:
- Model / tool / routing consumption:
- Reserved capacity, if needed:
- Region, desired start and duration:
- Support, responsibility and review cadence:
- Pilot expansion decision and owner:

Use https://www.forwardintelligence.ai/enterprise to discuss a workflow, or https://www.forwardintelligence.ai/trust for deployment review. This brief does not establish rates, model access, capacity availability or contract terms.