Adaptive interview
Questions are selected from the current brief, structured answers, research findings, contradictions, missing authority, affected populations, tradeoffs, funding assumptions, outcomes, and implementation responsibility.
PUBLIC METHODOLOGY
Research what can be researched. Ask humans what requires judgment.
The methodology is designed to reduce busywork without hiding uncertainty, opposition, source quality, legal limits, funding conditions, or human responsibility.
Source-grounded research
Need, evidence, comparable policy, authority, funding, and constraint workflows create source records with publisher, date, retrieval, jurisdiction, limitations, snapshot, and verification state.
Counterevidence and adversarial review
The system actively looks for conflicting evidence, failed examples, objections, unintended effects, legal and fiscal vulnerabilities, disparate impacts, privacy risks, and alternative designs.
Synchronized drafting
Plain-language and official clauses map to each other and to claims, sources, funding, constraints, amendments, and human decisions.
Evaluation before production use
AI workflows require thresholds for citation accuracy, source existence, claim support, jurisdiction and funding accuracy, uncertainty, fidelity, malicious-document resistance, and sensitive-data leakage.
INSPECTABLE RECORD
What the system shows.
Labels describe the state of the record. They do not confer legal authority, certification, or government endorsement.
RecordStateMeaning
AI researchAssisted, source-linked
A research artifact is not a verified fact until its sources and claims pass review.
Expert reviewAttributed domain review
Expertise is narrow and does not override affected participants or government authority.
Human decisionNamed and reasoned
Substantive policy choices preserve the actor, context, rationale, and version consequence.
Current deploymentPublic record only
The production domain publishes the reviewed public experience. Private AI, database, and worker services remain inactive until their deployment and provider gates pass.
The method is visible inside the record.
Open the fictional evidence workspace to inspect supporting evidence, counterevidence, source quality, limitations, and human-review states.