What is tacit knowledge in business?

Tacit knowledge is the uncodifiable 'know-how'—intuitions, habits, feels—that experts carry in their heads, hard to teach or document.

How does AI capture institutional knowledge?

AI watches employees work, learns patterns in decisions and adaptations, then codifies it into algorithms firms can own as IP.

Are trade secrets safe from AI-extracted knowledge?

Safer than ever—AI turns tacit into explicit, protectable assets. But legal fights loom over ownership from employee observation.

©️ IP & Copyright

[Teece]: AI Codifies Tacit Knowledge Into Defensible IP

AI isn't just automating jobs—it's bottling lightning, capturing the 'feel' of expertise that once vanished with quitting employees. David Teece reveals how this flips intellectual capital from fleeting human minds to ironclad company assets.

Legal AI Beat Apr 16, 2026 4 min read

Futuristic AI neural network extracting glowing knowledge from human silhouettes into a locked corporate vault

⚡ Key Takeaways

AI converts uncodifiable tacit knowledge into ownable structural capital and trade secrets. 𝕏
Firms acting fast on AI knowledge capture gain defensible IP moats; laggards lose out. 𝕏
Expect legal evolution: new rules on owning AI-extracted employee expertise. 𝕏
Job shifts nuanced—routine work automates, but creative and AI-oversight roles grow. 𝕏