Top Workplace & People Analytics Blog Posts

Are AI Coding Assistants Really Saving Time? How to Find Out

Philip Arkcoll
October 21, 2026
AI coding assistants promise time savings, but do they deliver? Learn how to measure the real time saved with adoption, engagement, and impact data.

Is AI Actually Saving Time in Your Company? How to Measure Where It Does

Philip Arkcoll
September 14, 2026
How to measure time saved by AI in your company: what the St. Louis Fed and field experiments find, and how to see where hours return by team and task.

How to Export & Analyze Gemini Usage Data

Philip Arkcoll
September 11, 2026
Google Workspace lets admins export Gemini usage data, but the raw logs only show who logged in and how often. Here is how to export it, and how to turn it into a real measure of AI sales team effectiveness using adoption, engagement, productivity, and impact.

How to Export & Measure Claude Code Usage Data

Philip Arkcoll
September 11, 2026
Three ways to export Claude Code usage data, from local session logs, OpenTelemetry, and the Analytics Admin API, plus how to turn the raw export into adoption, productivity, and ROI measurement with Worklytics.

How to Measure Time Saved From Codex

Philip Arkcoll
September 11, 2026
A five-step, work-data method to measure the hours and dollars Codex saves your developers, with real Worklytics benchmarks, and how the same model measures AI sales team effectiveness across engineering and revenue.

How to Export & Analyze Microsoft 365 Copilot Usage Data

Philip Arkcoll
September 11, 2026
How to export Microsoft 365 Copilot usage data from the admin center, the Microsoft Graph API and the Copilot Dashboard in Viva Insights, and how to turn it into a view of adoption by team.

AI Chargeback Spend Allocation: Copilot and Claude Costs by Team

Philip Arkcoll
September 10, 2026
A practical guide to pulling Microsoft 365 Copilot and Claude usage data and allocating that spend to the teams that generated it, using AI adoption, engagement, productivity, and ROI measurement.

One Dashboard for Claude, Copilot, Gemini, and ChatGPT

Philip Arkcoll
September 10, 2026
Your teams run Claude, Copilot, Gemini, and ChatGPT, but each tool has its own console. A unified AI tool dashboard measures adoption, engagement, productivity, cost, and impact across every AI assistant in one view.
Worklytics benchmark chart comparing an organization's Cursor and AI usage with peer percentiles, including AI use in engineering

How to Export & Analyze Cursor Usage Data

Philip Arkcoll
September 9, 2026
Where Cursor usage data comes from and how to export it through the dashboard, Admin API, and Analytics API, how to calculate acceptance rate without double counting, and how to turn session and acceptance data into an adoption, engagement, and impact picture.

Measuring AI's Impact on Sales Team Performance

Philip Arkcoll
August 20, 2026
A four-step framework for measuring how AI changes sales team performance, from adoption and usage depth to changed selling habits and dollar value, using leading indicators like prep time and prospects reached instead of revenue alone.

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