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From the founder

Everything we've written, organized by problem

One person's ongoing account of where learning, talent, and revenue operations actually break, written from inside the work, not about it.

Learning & Development

Notes from inside the L&D function

Your Training Passed the Accessibility Check. Your Employees Are Still Being Failed.

Compliant is not the same as usable. What accessibility checklists miss, and what actually happens to the employees on the other side of them.

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Your Training Completion Rate Is Not a Business Result

Completion rates tell you who showed up, not whether anything actually changed. Here is what to measure instead.

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We Are Giving Employees AI Faster Than We Are Preparing Them to Use It

Rolling out a tool is not the same as building the judgment to use it well. The gap between the two is where most AI adoption actually fails.

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L&D Needs to Get Better at Saying, "This Is Not a Training Problem."

Not every performance gap is a knowledge gap. Sometimes the honest answer is that training was never going to fix it.

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You Cannot Fix a Bad Manager With Better Training

A course cannot repair what a manager does the other forty hours a week. Where the real fix actually has to happen.

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How I Cut Training Delivery Time 60% Using AI-Assisted Content Workflows

A real case study, not a demo: the actual workflow behind cutting delivery time by more than half.

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How I Built an AI Governance Framework for a T&D Department (and What I Learned)

What it actually takes to put guardrails around AI in a training department, and what broke along the way.

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Talent Intelligence

Notes from inside hiring and candidate systems

Your Company Does Not Have a Talent Shortage. Your Hiring Process Is Hiding the Talent.

The candidates exist. Most hiring processes are built to filter them out before a person ever sees the resume.

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Revenue & Visibility

Notes from inside sales and pipeline operations

Coming soon

Your Sales Team Does Not Have a Motivation Problem. It Has a Preparation Problem.

Knowledge

Notes from inside documentation and compliance

Coming soon

Your Knowledge Base May Be Training Employees and AI to Be Wrong