Related Concept

The Intent-Based Workplace

An intent-based workplace is one where people spend less time following checklists and more time being clear about what they're trying to accomplish. AI-powered systems help turn that intent into real progress and completed outcomes.

In this environment, SkillStream Performance Engines play a critical role — anchoring quality in situations where expert methods matter, constraining execution to prevent failure modes, and building human capability over time.

Without SkillStreams, intent-based workplaces risk judgment atrophy and over-delegation. SPEs provide the guardrails that keep quality high where it matters most.

Full Article

For the complete exploration of intent-based workplaces — including practical examples, challenges, and how judgment infrastructure supports this shift — visit our companion site.

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