Research behind Flamekeeper

Deep Smarts

Dorothy Leonard and Walter Swap on the experience-based judgment experts develop—and why it is difficult to transfer through documents alone.

Overview

Deep Smarts: How to Cultivate and Transfer Enduring Business Wisdom describes expertise as more than information. Deep smarts are the practical wisdom, intuition, pattern recognition, and judgment accumulated through varied experience.

Leonard and Swap explain why this knowledge is both valuable and difficult to move. Experts often act without consciously spelling out every cue they noticed. Successors therefore need more than access to instructions: they need examples, guided practice, stories, and opportunities to understand how an expert interprets a situation.

The book also rejects the assumption that deep expertise is simply an innate gift. People develop it through varied experience, reflection, feedback, and contact with others who can accelerate their learning. Organizations can therefore cultivate deep smarts and create knowledge coaches, but only if they give learners access to meaningful problems and make the expert's reasoning more visible.

Key ideas

  • Expertise is patterned judgment. Experts recognize meaningful cues, anticipate consequences, and choose among imperfect options faster than novices.
  • Tacit and explicit knowledge work together. Facts and procedures matter, but experience supplies the context for interpreting and adapting them.
  • Stories reveal mental models. Accounts of difficult situations expose what the expert noticed, feared, tried, and learned.
  • Guided experience accelerates learning. Shadowing, coaching, simulation, and progressively harder assignments let successors build their own judgment.
  • Transfer requires a willing learner. Motivation, absorptive capacity, and opportunities to practice affect whether expert knowledge becomes successor capability.

Why it matters for handovers

A useful handover makes room for the details behind an answer: warning signs, exceptions, trade-offs, failed approaches, and the people whose perspective should be sought.

This is the territory of tacit knowledge and expert judgment. Flamekeeper's guided questions aim to make more of that reasoning explicit, while recognizing that some knowledge is best transferred through shadowing, walkthroughs, or action items rather than prose alone.

Questions to carry into a handover

  • What cues does the expert notice that a competent newcomer might overlook?
  • Which story best demonstrates how the expert makes a difficult trade-off?
  • What supervised task or scenario would reveal whether the successor can apply the lesson?

About the authors

Dorothy Leonard is the William J. Abernathy Professor of Business Administration Emerita at Harvard Business School and a long-standing researcher of knowledge, innovation, and organizational capabilities. Walter Swap is a Tufts University psychology professor emeritus and former department chair and dean. Their collaboration joins management research with psychology, learning, and the dynamics of expertise.

From research to handovers people can actually use.

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