Report Index

A 2-minute read for leadership. Headline assessment, key KPIs, adoption status, segmentation overview, risks, recommendations, and suggested next actions.

Detailed user-level analysis for May 2026. Total users, enabled vs active, message statistics (avg, median, P90), model usage, division breakdown, and top users by volume.

Users segmented into Not Using (0 messages), Regular (1–499), and Power (500+). Full user tables per segment with messages, last active date, and suggested actions.

Analysis of the Workspace Impact Check-In survey. Response distribution, productivity signals, work quality findings, and recommendations based on user feedback.

Analysis of the 72 active projects in May 2026. Project activity, ownership, top projects by message volume, multi-user signals, and governance recommendations.

Analysis of the 36 GPTs active in May 2026. Usage, adoption signals, top GPTs by messages and unique users, creator breakdown, and governance recommendations.

11-month trend analysis (Jul 2025–May 2026) for users, messages, segments, GPTs, and projects. Charts, interpretation, and growth trajectory for each metric.

Source files, row counts, reporting periods, metric definitions, segmentation logic, GPT adoption interpretation, survey approach, known limitations, and assumptions.