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.

AI Tool Adoption Rate by Industry (2026 Benchmarks)

October 20, 2026
In the U.S., 52% of employees use AI at work at least a few times a year and 30% use it a few times a week or more (Gallup, May 2026). See AI adoption by industry, role and company size, why surveys disagree and how to benchmark your own organization.
Six sample network maps showing calendar, email, instant messaging, intranet, document storage, and project management networks

How to Calculate the ROI of Organizational Network Analysis (ONA) in 2026

October 1, 2026
A formula, a full cost table, and a worked example (with a free calculator) for building the business case for organizational network analysis.

How to Calculate an Employee Productivity Score with Microsoft 365 Data

September 28, 2026
Learn how to calculate an employee productivity score from Microsoft 365 data, with metric definitions, thresholds, and a tested SQL query.

Employee Productivity Metrics and KPIs to Track in 2026

September 25, 2026
See 14 employee productivity metrics and KPIs to track in 2026, how to calculate each one, and how AI has changed what good measurement looks like.

Best Organizational Network Analysis (ONA) Tools in 2026

September 21, 2026
A practical 2026 guide to the best organizational network analysis (ONA) tools, grouped by active versus passive data, with a side-by-side comparison of features, privacy, integrations, and price.

The Best Employee Productivity Dashboards in 2026

September 16, 2026
Compare the best employee productivity dashboards in 2026. See which tools protect privacy, what they cost, and how to choose the right fit.

How to Export & Analyze Gemini Usage Data

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.

AI Chargeback Spend Allocation: Copilot and Claude Costs by Team

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.

How to Export & Measure Claude Code Usage Data

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.
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