Resources for Engineering Leaders

Boards want a number on AI ROI, but most platforms only show what happened last week. Compare the top engineering intelligence platforms for 2026.

Token Spend Is the Wrong Way to Measure AI ROI

Token spend tells you what AI costs — not what it's producing. Here's how engineering leaders can define, measure, and defend AI ROI before someone asks them to.

Tokenomics for the Deeply Skeptical

AI budgets are under scrutiny. Ed Quick joins Uplevel for a practical conversation on how to manage token spend, drive value, and promote experimentation.

What Makes Engineering Transformation Stick

Most engineering transformations stall because they skip stages. Here's the five-stage framework for building AI capability that compounds.

AI Capabilities Maturity: What to Measure Beyond Adoption

A lot of AI metrics track usage, not impact. Here's the framework engineering leaders need to assess AI maturity well.

Enterprise AI Capability Building: How to Do It Right

Enterprise AI capability building requires six organizational surfaces. Most strategies address one or two. Here's how to assess where yours stands.

Boards want a number on AI ROI, but most platforms only show what happened last week. Compare the top engineering intelligence platforms for 2026.

How to Choose an Engineering Transformation Consultant

Roadmaps aren't enough. Effective software engineering transformation consultants combine measurement, qualitative research, and team capability building.

Tokenomics for the Deeply Skeptical

AI budgets are under scrutiny. Ed Quick joins Uplevel for a practical conversation on how to manage token spend, drive value, and promote experimentation.