Philip Arkcoll

Philip Arkcoll works on making work actually work better. At Worklytics, he combines data, technology, and a deep interest in organizational behavior to help companies see how their teams collaborate—and where they can improve. His focus is on turning workplace data into practical insight that drives more effective, healthier ways of working.

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

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.

How to Export & Analyze GitHub Copilot Usage Data

October 22, 2026
Pull GitHub Copilot usage data with the usage metrics API: pick a report, download the NDJSON files, turn them into a CSV, and see what the numbers miss.

Which Departments Should Adopt AI First?

October 22, 2026
A ranked order of departments for an AI rollout, plus criteria to pick the best one: AI-friendly work, adoption gap, turnaround time, readiness and risk.

How to Redesign Your Organization's Workflows for AI (and Tell If It Worked)

October 22, 2026
Learn how to redesign workflows for AI across your organization in five steps, then use a six-signal scorecard to check whether the redesign worked.

How to Find Your Hidden AI Power Users (and Turn Them into Champions)

October 22, 2026
Find hidden AI power users in your teams, confirm their work improves, and turn them into internal AI champions with this data-backed playbook.

How to Track AI Spend Across Claude, OpenAI, and Copilot in One View

October 22, 2026
AI spend tracking across tools in nine steps: put Claude, OpenAI, and Copilot bills in one view, find idle seats, and tie cost to adoption and output.

Who Owns AI Adoption, HR or IT? Why Neither Can Answer It Alone

October 22, 2026
IT owns the tools and usage data. HR owns how people work. See who owns what in AI adoption and which metrics need both.

How to Track Gemini Usage in Your Company

October 20, 2026
To track Gemini usage, start with the Gemini reports in the Google Admin console and the Gemini for Workspace audit log. To see adoption by team over time and compare Gemini with your other AI tools, you need to combine that activity with your HR data.

How to Track Gong Usage Across Your Sales Team

October 20, 2026
To track Gong usage, start with Gong's Feature utilization report, which shows per-person activity and seat utilization. To see adoption by team over time and compare Gong with your other AI tools, you need to bring Gong activity together with the rest of your work data.