AI Skill 2 of 5

Codify Tacit Knowledge and Institutional Judgment

Most organizational knowledge lives in people's heads, not in documentation. When agents take over workflows, the undocumented exceptions, informal workarounds, and contextual judgments that experienced staff apply automatically become critical gaps. Codifying this tacit knowledge is what prevents agents from following the letter of a process while violating its spirit, and it requires structured methods far beyond casual interviews.

Proficiency Level

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Measurable Behaviors

Each behavior is directly observable and can be assessed through manager observation. In Admire, these drive evidence-based skill tracking.

Conduct Structured Expert Elicitation

Uses structured methods to extract tacit knowledge from experienced staff, going beyond simple interviews to surface judgment that experts apply unconsciously.

Document Processes and Their Exceptions

Documents not just standard processes but also the exceptions, edge cases, and special circumstances that experienced staff handle intuitively.

Distinguish Documented Processes from Actual Practice

Identifies gaps between what process documentation says and what people actually do, capturing informal workarounds and shortcuts that have evolved over time.

Create Decision Trees and Scenario Maps for Edge Cases

Translates complex judgment calls into decision trees and scenario maps that agents can follow when encountering non-standard situations.

Maintain Living Knowledge Documents That Evolve

Treats codified knowledge as living documentation that requires regular updates rather than a one-time capture exercise that becomes stale.

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Mastering Tacit Knowledge Codification

A practitioner who excels here uses structured expert elicitation methods that surface judgment experienced staff apply unconsciously. They document not just standard processes but the exceptions and edge cases that make those processes work in practice. Their codified knowledge is maintained as living documentation with regular update cycles, not treated as a one-time capture exercise that decays over time.

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