How Can Organizations Turn Collaboration Into Their Greatest AI Advantage?
How shared workflows, shared labels for AI output and a monthly compare-notes session turn individual AI use into an organization-wide advantage, with a workflow card, register and scored health check.
How to Do First Principles Thinking Using AI (With Prompts You Can Actually Use)
Six copy-ready prompts that use AI to question a workflow before you automate it: name the job, sort the assumptions, argue against it, redesign from a blank page, restore the constraints and pressure-test the result.
Five AI Agent Use Cases Worth Piloting This Quarter (And Three That Aren’t Ready Yet)
Five AI agent pilots matched to the roles that own them, three that aren’t ready and why, a six-question fit test, and a 30-day pilot plan with a filled-in permissions sheet.
Why Human in the Loop Matters: What Happens When Nobody Checks the AI
The case for a human in the loop: three real cases where the check was skipped, the three jobs a person does that a model can’t, and a six-question test of whether your loop is a real control.
What Should AI Do? What Still Needs You?
Split any task into steps and sort each into material, judgment or commitment. A manager’s sheet, role table, check design and prompts to paste.
How Do We Turn Resistance Into Collaboration When Adopting AI?
Resistance to an AI rollout turns into collaboration when the doubtful hold a real decision. Four shareable decisions, a review brief, a fixed list and a change log.
How to Scale AI in Your Organization: Fix the Plumbing First
A pilot runs on favors: an obliging admin, a hand-made export, a small budget. Here’s how to replace each with a service the second team can use, with a scored check, cost table and rollout register.
Responsible AI Principles: A Leader’s Guide to Putting Them to Work
Microsoft’s six responsible AI principles explained for leaders who deploy AI: what each means for specific roles, a scored check, a filled-in register and a human-ownership table.
AI Usage Metrics: What to Track Instead of Tokens and Logins
Usage counts tell you people touched the AI tool, not that the work got better. Keep them as diagnostics, set goals on workflow outcomes with a quality check, and review both monthly.
AI Strategic Frameworks: How to Choose the Right One for the Question
Pick a strategic framework by the question you’re facing, not by habit, then give AI the facts only you hold. A selector, each framework’s blind spot, a worked Ansoff example and a test for generic output.
