Build blueprint
Continuous Form Friction Controller
A form engine deciding which question to show next, skip, verify, or escalate.
- Problem
- Forms ask every user the same questions even when many fields are irrelevant or risky.
- Why Jev
- Each field transition is a small decision based on accumulated typed state.
- Architecture
- Form state → next-question Choice + fraud/completeness Scores → schema-constrained UI.
- Current alternative
- Branching form logic or conversational forms.
- Jev advantage
- Supports many micro-decisions without turning the flow into a chatbot.
- Unknowns
- Compliance requirements and reliable handling of rare cases.
Why this confidence: Typed output fits dynamic forms, though regulated uses need strict constraints.
This is an authored hypothesis derived from the research corpus. Nothing here demonstrates product demand, or that Jev performs well on this particular workload. Run the validation experiment before building past the MVP.
Sources
Limitations
- Compliance requirements and reliable handling of rare cases.
- This is a research hypothesis, not evidence of product demand or Jev performance in this workflow.
Supporting research
- Parallel decision matrix PlausibleOne state is evaluated against many named questions, replacing repeated prompt/parse cycles.
- Confidence-gated agent control loops Authored HypothesisUse Jev repeatedly to route, verify, and decide whether an agent should continue or escalate.
- Typed output removes free-form parsing but does not make wrong decisions impossible. DemonstratedThe API contract constrains output types; correctness and calibration are separate empirical properties.
- Probabilistic predicate + deterministic action PlausibleJev supplies fuzzy predicates while TypeScript, policies, and workflows execute constrained actions.