Production-ready Power BI reports, add-ons, and exporters that turn your tenant's own data into a complete picture of Copilot adoption, impact, and cost — including what you are spending and whether it is working.
Every template reads your data where it already lives. Nothing is uploaded, and no telemetry leaves with it.
MIT licensed, on GitHub. Fork it, change the measures, ship your own version — no licence to buy.
Most templates ship a synthetic sample dataset, so you can see the whole report before touching a tenant.
Recently added
One measures whether Copilot is landing. One tracks what it costs. One goes deep on the agents you have built in Copilot Studio. Run any on its own, or together for value, spend and agent quality side by side. Sample data ships with each, so you can look before setting anything up.
New · value & impact
Turns every Copilot and agent signal into hours saved, assisted value, and adoption maturity — a defensible ROI story rather than a seat count. Covers licence readiness for renewals and agent governance for sprawl.
New · consumption & cost
One template for Copilot credit consumption and cost across four products — Cowork / Work IQ, Copilot Studio, GitHub Copilot and Azure AI Foundry. Four portals become one view.
New · agent quality
Goes deep on the agents you have actually built in Copilot Studio — what they resolve, what people ask them for, and where the next improvement is. Reads the conversation transcripts themselves, so every number has a real conversation behind it.
Browse the catalog
Every report, add-on, and exporter grouped into clear categories. Click a topic to filter the matrix, or open a report directly.
One Power BI template for Copilot credit consumption and cost across four products — Cowork/Work IQ, Copilot Studio, GitHub Copilot, and Azure AI Foun
Business Value Advisory Power BI template that unifies every Copilot & agent adoption signal into hours saved, assisted value, and adoption/readiness
One Power BI template for deep Copilot Studio agent evaluation — sessions, turns, errors, sub-agent calls, quality & performance, topics,
One unified Power BI report covering Microsoft 365 Copilot, Copilot Chat (licensed + unlicensed), Agents, and third-party AI signals. The flagship if
RLS-ready Power BI report for Cowork credit consumption, chargeback modeling, optimization, and billing analysis.
Interactive ROI model with research-based category defaults and user-entered assumptions (no tenant payload required).
Browser-only ROI modeler that pairs with the Super Usage Adoption Power BI report. Export the heatmap visual from Power BI as a CSV, drop it into the
Power BI template on Viva Insights person-query data. Profiles your super users — what they use, how habits form, where they cluster — so you can repl
Four-page Power BI template by olivierpecheux/Microsoft: Adoption Overview, Sentiment Analysis, Comments Analysis, and Saved Time Analysis. Ships with
Two Power BI templates on Purview audit logs + Entra: one for Copilot Chat (licensed + unlicensed), one for Agents. By user, app, department — no thir
Client-side chargeback app that allocates Cowork credits to departments and users with export-ready outputs.
Policy assignment and exception management app for governing Cowork spend tiers.
Superseded by the Consumption Dashboard in Viva Insights, which tracks Copilot Credit usage over time natively — no manual uploads.
Drop-in Power BI add-on pages and visualizations that extend the Viva Insights-based templates with custom views — Champion ID, segment overlays, more
Drop-in Power BI template for the Microsoft ESS Copilot Studio agent (works for any agent). A nine-page executive dashboard built from the Conversatio
Browser app presenting Cowork costs with FinOps Framework and FOCUS-aligned cost lenses.
Per-team and per-user GitHub Copilot usage — chat vs agent, language, model, acceptance rates — pulled straight from the GitHub Enterprise REST API.
Ranks every user by Microsoft 365 fluency (Outlook, Word, Excel, PowerPoint, Teams) so you can stage enablement waves and surface the natural champion
Enterprise-grade PowerShell exporter for Microsoft 365 audit logs and Entra directory data. Pulls from Purview, Entra, or both — supports Entra-only m
Self-service Power BI template that turns your own Copilot Dashboard export into a personal view of adoption, hours saved, feature-level leverage, age
Companion to Super Usage Adoption. Quantifies the work-pattern delta super users produce — collaboration, focus time, meeting load — vs comparable pee
Personal ROI report for Microsoft Copilot Cowork. Harvests your OneDrive Cowork session history, classifies each task into research-anchored categorie
Personal-leverage report. Points a script at your local VS Code / Copilot session logs and summarizes what shipped, where Copilot helped, and the mult
Nothing in that category yet.
Each report breaks these into dozens of dimensions — department, persona, geography, tenure, license type, time-of-day, cohort. See the full report matrix →
Where to next
Three ways in. Every page is standalone, interactive, and links back here.
Searchable matrix of every dashboard, add-on, and exporter. Click a row to expand the preview, jump to the repo, grab the zip, or open a pre-filled admin email.
Browse all reports →Interactive ecosystem map. Click any source — Viva, Purview, Entra, Graph, GitHub, Local Sessions — to trace exactly which reports it feeds and what they produce.
Open the diagram →Real outcomes from real deployments. EPAM, Wipro, NHS, Allegis Group, Lloyds Banking Group — filter by industry, see the metrics, read the published source.
Read the stories →Microsoft Growth & Incubation
People Scientists, Business Value Advisors, and Solutions Architects behind every report in the Hub. We read every issue, reply to every email, and feed your friction back into the next release. If a report helped you ship something, we'd love to amplify it.