3 min read Free

Building AI Products Series #5: UX for Confidence, Correction, and Trust

Trust should be calibrated rather than maximized. Users need honest signals about evidence and uncertainty, plus simple ways to inspect, edit, reject, override, and recover. Treating correction as a core workflow builds control, captures useful feedback, and sustains adoption.
3 min read Free

Building AI Products Series #4: Designing Around Uncertainty and Failure

Uncertainty is a design material, not an edge case. Starting with failure modes helps teams choose prevention, detection, review, and recovery mechanisms while presenting verified results, drafts, recommendations, and guesses differently, so fluent output never masquerades as certainty.
4 min read Free

Building AI Products Series #3: Choosing Problems Worth Solving With AI

AI earns a place when it creates leverage over language, ambiguity, context, variation, or judgment at scale. Clear outcomes and workflow fit should come first, because rules, templates, filters, or human approval may solve deterministic problems with less risk.
4 min read Free

Building AI Products Series #2: Model Capability Is Not Product Value

Model capability is only raw potential. Value emerges when it serves a specific job inside a usable workflow, at trusted quality and sustainable cost. Closing that gap means reducing user effort and tying outputs to measurable, repeatable outcomes.
4 min read Free

Building AI Products Series #1: Building AI Products Is Not Prompt Decoration

Adding a model to an interface may demonstrate capability, but it does not create a product. Durable value comes from redesigning the job around workflow, context, permissions, economics, trust, and recovery, so AI changes the work itself.
2 min read Free

Operating Cadence and Management Systems Series #10: How to Know If You're Running a System or Just Running.

A management system reliably directs collective attention, makes decisions at the right level, and turns follow-through into habit. The diagnostic exposes meetings, plans, and reports that merely imitate those functions, then focuses improvement on one broken component at a time.
2 min read Free

Operating Cadence and Management Systems Series #9: Information Flow Is Architecture. Bad Flow Breaks Everything.

Organizational information needs deliberate architecture. Designing what travels where, to whom, how often, and with what expected action prevents late escalation, duplicated work, and hidden dependencies, especially across teams where horizontal communication is most often left to chance.
2 min read Free

Operating Cadence and Management Systems Series #8: Follow-Through Is the System. Everything Else Is Aspiration.

Follow-through, not plan quality, is the clearest test of an operating system. Repeated decisions, hidden blockers, and abandoned commitments usually reveal structural failure or overcommitment. Designing visible ownership, escalation, and review makes execution habitual instead of heroic.

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