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.

How to Export & Analyze Claude Enterprise Usage Data (CSV + Analytics API)

July 16, 2026
Step-by-step guide to exporting Claude Enterprise usage data through CSV downloads & the Analytics API, plus how to turn raw exports into insights.

How to Export & Analyze ChatGPT Enterprise Usage Data

July 16, 2026
Exporting ChatGPT Enterprise usage data via the Compliance API & admin console helps analyze adoption, seat utilization, and usage trends.

Tracking Codex Usage Across Your Engineering Team

June 10, 2026
How to track OpenAI Codex adoption, usage, and spend - what the native analytics dashboard, Analytics API, and Compliance API cover, and how to see Codex alongside Claude Code, Cursor, and Copilot.

Tracking Claude Code Usage Across Your Engineering Team

June 10, 2026
How to track Claude Code usage in 2026: the analytics dashboard, contribution metrics and PR attribution, token costs via the API and OpenTelemetry, and what admins can and can't see.

AI Is Speeding Up Work. But Most Organizations Aren’t Built to Absorb It

June 9, 2026
AI isn't just challenging how employees work. It's challenging how organizations operate. Many companies are about to discover that the hardest part of AI adoption isn’t generating more output; it’s building organizations capable of handling it.‍

Centralized vs. Decentralized Org Design: What The Data Shows

May 18, 2026
Centralized vs decentralized organizational structure: research-backed data on which model wins, when hybrid works, and how to measure org design.

How can Employees Lower the Cost of their LLM Usage

May 18, 2026
AI overspending starts with daily habits. Learn how employees can write tighter prompts, pick the right tool, & cut LLM costs without engineering changes.

How to Track LLM Token Usage and Cost

April 27, 2026
A practical guide to monitoring LLM token consumption and API costs across OpenAI, Anthropic, and more with code examples and best tools.

Importance of Feedback in the Workplace

April 24, 2026
Effective feedback is more than just a performance review. Master the art of constructive criticism to lead a high-performing team.