Katya across 14 operating environments
Good judgment changes with the room. Katya does too.
“I need to think about it” means something different from a homeowner at a kitchen table, a CFO after a demo, and a patient facing a bill. Katya — the first certified Kataclyzim agent — reads resistance through the governed rules of the environment it happens in, not a generic script.
Fourteen environments, one expert-derived standard: Resistance Intelligence — Domain One.
Context is part of the judgment.
A capable model can classify an objection anywhere. What it cannot do without governed expert judgment is know what the objection protects in this room — and what a wrong move costs here. In collections, a misread has legal weight. In healthcare, it erodes care. In SaaS, it quietly kills the internal case.
That's why each environment carries its own resistance patterns, boundary rules, and compliance posture inside one versioned standard — and why Katya's read of the same sentence changes when the room does.
One signal, three rooms
“I need to talk to my spouse first.”
Local services: a decision beginning — equip the kitchen-table conversation.
Debt relief: possible shame signal — slow down, protect the caller's dignity.
Vacation ownership: the future self's veto — surface the obligation before the dream.
Expert-derived · Resistance Intelligence