skilluminator

You can analyze M365 activity by providing a specific time range for the Skill to evaluate. It processes your activity data from that window to generate a dashboard of top automation candidates ranked by business value and feasibility.

Automation opportunities are scored by clustering harvested signals into patterns and evaluating them against criteria for feasibility and business value. The resulting dashboard ranks these patterns to guide your build decisions and highlight high-value targets.

Yes, after generating the dashboard of top automation opportunities, the Skill offers to scaffold the highest-scoring candidates directly via the Skill Creator. This helps you transition from identifying patterns to building solutions.

Yes, the analysis filters out already automated or low-value items from your M365 signals. It focuses on extracting high-value patterns and returns a structured dataset with scores, observed hours, and rationale to guide your build decisions.

Signal extraction for pattern detection pulls data from standard M365 sources including email, meetings, Teams chats, and documents. These sources provide the raw activity signals needed to identify repeating work patterns suitable for automation.