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Field note · 2026.08 · GenAI intake
GenAI Inquiry
GenAI Inquiry connects GenAI intake, workflow constraints, and decision horizon as one consequential decision.
Position / 01
GenAI intake should capture workflow constraints ownership and decision horizon without collecting sensitive data.
The decision in front of you
GenAI Inquiry connects GenAI intake, workflow constraints, and decision horizon as one consequential decision.
GenAI intake should capture workflow constraints ownership and decision horizon without collecting sensitive data.
Why GenAI intake changes the work
This page helps readers discuss GenAI strategy or production.
It treats GenAI intake, workflow constraints, and decision horizon as connected operating concerns rather than isolated deliverables.
What to inspect
- Use the readiness ladder to establish context, then inspect the challenge chooser for mechanism and decision points.
- The guardrail notice should expose evidence, trade-offs, or a practical exercise instead of serving as decoration.
Boundaries and proof
Intake must avoid secrets and regulated data while collecting only enough context to route a requested conversation.
Before publication, factual claims require inspectable product behavior, attributed first-party experience, or dated source notes.
Choose the next depth
- Ready readers can start a GenAI inquiry.
- Readers still framing the problem can take the readiness diagnostic.
Operating view
Make the invisible structure visible.
HardMagic works in systems: who decides, what evidence travels with the work, where intelligence runs, and how an idea survives the journey into production. This diagram is conceptual—not a claim of measured product performance.