Insights
Unlock your potential with expert insights
Long-form perspective on enterprise learning operations, cohort design, mentoring at scale, and the realistic state of AI in L&D.
Spotlight
Cohort design patterns that actually convert to outcomes
After running 500+ cohorts, three structural patterns separate the cohorts that change behavior from the ones that just teach.
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Mentoring at scale: from one-off coffees to a structured program
Why ad-hoc mentoring breaks above 50 mentees, and the operating model that scales to 500+.
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A realistic look at AI in L&D in 2026
GenAI is not replacing program design; it is replacing the time-cost of generating program drafts.
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Latest articles
Measuring leadership development without lying to ourselves
Most leadership programs measure what is easy (attendance, satisfaction) instead of what matters (manager effectiveness over time).
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How structured cohort onboarding cuts time-to-productivity in half
A case study comparing ad-hoc onboarding to a 4-phase cohort with paired mentoring across 240 new hires.
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Audit-ready training: producing evidence regulators actually accept
Why spreadsheet-based completion records fail audits and what immutable rubric sign-off does instead.
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Why explicit growth ladders beat implicit ones
Implicit growth ladders favor extroverts. Explicit ladders make growth equitable.
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Designing rubrics that mentors actually use
Most rubrics are too granular to be useful or too coarse to be informative. The sweet spot is 3-5 criteria with descriptors at each level.
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What changes when enterprise L&D adopts an actual platform
The before/after across reporting cadence, audit prep time, and L&D team headcount needed.
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Cohort completion research: what predicts the 90% finishers
Looking across 500 cohorts to find the 3 structural variables that predict completion rate.
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