Top Workplace & People Analytics Blog Posts

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

Philip Arkcoll
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 Optimize ChatGPT Enterprise Usage and Cut Unused Seats

Philip Arkcoll
July 18, 2025
Find unused ChatGPT Enterprise seats, see which teams get value, reallocate licenses and target enablement where adoption stalls.

Salesforce AI and Agentforce: What They Mean for Employee Productivity

Philip Arkcoll
July 10, 2025
Salesforce AI today: Agentforce agents, Einstein, AI in Slack and Agentforce Vibes, what the evidence says about productivity, and how to measure adoption.

Measuring GitHub Copilot’s Impact

Philip Arkcoll
July 10, 2025
Discover how GitHub Copilot is transforming developer productivity. Dive into real-world metrics, key insights, and whether AI pair programming is living up to the hype.

GitHub Copilot ROI: How to Calculate It and What the Data Shows

Philip Arkcoll
June 28, 2025
Is GitHub Copilot worth the investment? We analyzed real enterprise productivity metrics, time savings, and cost data to calculate the true ROI for engineering teams.

How to Measure GitHub Copilot Success: From Adoption to Efficiency

Philip Arkcoll
June 21, 2025
How to measure GitHub Copilot success with the right metrics: active users, acceptance rate, AI share of code and PR cycle time, plus what GitHub's own data leaves out.

Why Running an AI Impact Assessment Unveils Hidden Risks and Missed Opportunities

Philip Arkcoll
June 20, 2025
What if your AI strategy is quietly costing you more than it’s delivering? Discover how an AI impact assessment reveals the blind spots, risks, and untapped potential that could transform your results.

Adopt AI or Fall Behind: Why 2025 Is the Year of Intelligent Transformation

Philip Arkcoll
June 20, 2025
Discover why 2025 marks a turning point for AI adoption in business. Learn how intelligent transformation is reshaping industries—and what you must do now to stay ahead.
Illustration of a manager reviewing an employee performance scorecard with star ratings and charts

How to Measure Employee AI Productivity

Philip Arkcoll
June 18, 2025
Discover how to measure what truly matters—outcomes, adaptability, collaboration, and well-being—with ethical, privacy-first analytics in the age of AI Adoption
Illustration of an AI adoption plan: a leader thinking, a checklist strategy, an employee at a laptop, and an AI-enabled company building

AI Adoption Strategy: A 30/60/90-Day Plan for Enterprises

Philip Arkcoll
June 16, 2025
A practical AI adoption strategy for enterprises: a 30/60/90-day plan with the one metric to watch in each phase, from first activation to measurable business impact.

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