Notes from the practice.
How real businesses are using AI. Written from inside the engagements we run.
How to Measure the ROI of AI Training (and Why Most Programs Can't)
Completion rates and satisfaction scores don't tell you if AI training worked. Here's a practical framework, the KPIs that matter, and how to measure each one.
The AI Operating Model: How to Unbundle Work and Rebuild It Around Agents
A practical framework for unbundling roles into tasks, assigning work across people, agents, and software, and rebuilding how the company operates.
How to Calculate the ROI of an AI Agent Before You Build It
A practical framework for estimating AI agent ROI, including capacity, revenue, quality, risk, implementation costs, and a worked business case.
Is This Workflow Ready for an AI Agent? A 12-Point Assessment
Score any business workflow across 12 practical criteria to decide whether it is ready for an AI agent, needs redesign, or should remain human-led.
Building a Grok Bot Army: The Ultimate Guide for Small Businesses
Build useful Grok Bot teammates with the right company context, approval rules, role files, workflows, and weekly operating rhythm.
What an AI-Native Company Actually Looks Like
See what changes when AI becomes part of how work actually happens: operating models, AI employees, team roles, governance, and measurable business outcomes.
Your Best AI Strategy Starts at the Top
Why executive AI adoption determines whether transformation sticks, and a practical approach for leaders to model the behavior they expect from their teams.
Why Your Sales and GTM Team Needs an AI Operating Model, Not More Tools
See how an AI operating model connects lead research, discovery, proposals, pipeline, handoffs, and expansion into one intelligent sales workflow.
The AI Audit: What It Is, What You'll Learn, and How to Run One
Learn how to run an operational AI audit with a six-part framework, maturity model, interview plan, opportunity scorecard, and practical DIY checklist.
Reading is one thing. Doing is another.
30 minutes. We'll talk through your operation, where AI fits, and whether there's a partnership worth having.