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Copilot / In-UI Agent

max +6 bonus

Reduce UI complexity through contextual AI assistance. Can guide to different parts of the system, explain system behavior, and actively help create or update specific pages — turning Copilot from a reactive helper into a proactive builder. You can add information to the brain/memory on the go. It can tell you what is next for you. Smart Clippy 2026!

North Star Metric

Task completion rate — % of common tasks completed without help docs or support tickets.

Bonus Criteria (+6 pts)

+2

Helps create or update FM pages

Copilot generates or modifies FM Adaptive pages/sections based on user intent — not just guide, but build.

Verified by: Live demo: user gives instruction, copilot creates/updates a real page

+1

Tested with a real CS or Sales user

A non-eng person used it blind and completed a task they previously needed help with.

Verified by: CS/Sales person confirms live

+1

Reduces a support ticket category

Maps to a real support ticket category. CS confirms this would have resolved it.

Verified by: CS names the ticket type

+1

Understands FM documentation and internal page API

Guides users using FM documentation and full page context from internal API calls.

Verified by: Engineer presents during demo

+1

Next best action suggestions

Surfaces the user's next best action — priority-based, periodic, and non-annoying.

Verified by: Several relevant suggestions shown during demo

Suggested Evals

Copilot suggestion contextually correct ≥80% of the time (intent recognition direction testing)
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