Define success first
Write down the facts, citations, format, permissions, and fallback behavior that must hold.
Evaluate the workflow—not a marketing number.
Distil creates reusable hosted context for focused AI tasks. Test it against the work, requirements, and controls your team already owns.
A short evaluation
Make three decisions before rollout.
Keep the model, task, output requirements, and review criteria fixed while comparing your current path with the hosted-context candidate.
Compare your paths
Use representative tasks and approved source material. Review both paths against the same requirements.
Stop when it fails
Do not promote a handle that weakens required evidence, control, reliability, or total workflow value.
Run the evaluation with evidence your team owns.
The audit page contains the working checklist for selecting a workflow, reviewing outputs, and preserving a fallback.
Open the evaluation checklist