Explaining the framework to C-Suite attendees

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[Conference room. Afternoon session at an executive development seminar. Twenty C-suite executives from knowledge-intensive firms. The advisor, Sarah Chen, stands at a whiteboard with three columns labeled “CIP,” “IDA,” and “RM.”] SARAH: Before the break, you shared experiences with AI pilots that didn’t deliver. Let me ask: how many of you have received AI-generated reports … Read more

Hermeneutics stops upstream

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The upstream stewardship is hermeneutic. The downstream experience is phronetic. For the founder or leader, the real work has already happened. They’ve sorted ambiguity, surfaced logic, and clarified judgment. That process is the Hermeneutic Workflow Methodology. What the downstream user receives is applied wisdom that’s already been interpreted and structured so they can think better … Read more

The framework as a mirror

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I’ve been reviewing my original white paper on the Hermeneutic Workflow Methodology (HWM) and Context Intelligence Portal (CIP) framework. I published this document just a few days ago with what felt like clarity and completion. And now, of course, I’m finding spots that are ambiguous, overstated, or just poorly worded. None of this is surprising. … Read more