Bill Fiscal Scenario Ledger
Maintain a dated fiscal scenario ledger for a proposed bill.
Shared calculator exercise.
Try Declared fiscal lifecycle ledgerLegislators
Use transparent evidence, explicit constraints and reproducible calculations to examine civilian policy. This pathway changes the questions and tool selection; it does not change the mathematics or grant decision authority.
Six relevant policy questions
Statutory Dependency Map
Map cited statutory prerequisites, review status and unresolved scope or implementation conflicts.
Shared calculator exercise.
Try Implementation Dependency ScheduleMandate Burden Worksheet
Account for declared administrative review workload; the specialized mandate-burden workflow remains incomplete.
Shared calculator exercise.
Try Measured manual and AI review workloadAmendment Difference Inspector
Compare exact amendment text while retaining the original and human review trail.
Shared calculator exercise.
Try Human Revision and Decision RecordPublic Program Oversight Dashboard
Check public-program KPIs, denominators, comparison periods and counterfactual-design concerns.
Shared calculator exercise.
Try Program Evaluation ReadinessSunset and Renewal Scenario
Use separate fallback and fiscal methods to examine a stipulated sunset or renewal scenario.
Shared calculator exercise.
Try Dependency and tested fallback exercisePrepare a reviewable policy brief
State the question, affected civilian service, geography and period. Separate dated observations from assumptions. Identify the current baseline and a structured non-AI alternative. Record resources, lawful authority, burdens, fallback and the evidence that would change the decision.
Report unknown costs as unknown. Preserve conflicting claims with their original sources. Obtain the relevant human review before using a calculation to support a public decision. Campaign and candidate research is limited to public policy analysis, not voter profiling or personalized persuasion.
Prepare an executive briefExamine the original MAR assumptionsRelevant calculation engines
Declared fiscal lifecycle ledger
What is the undiscounted and discounted fiscal footprint of the supplied cost ledger?
Unit: minor currency units. Validation: computational unit tests; no empirical calibration.
Open calculator & methodDependency and tested fallback exercise
Which declared functions remain retained, unavailable or unknown after the supplied outage?
Unit: functions. Validation: computational unit tests; no empirical calibration.
Open calculator & methodMeasured manual and AI review workload
How many measured staff-hours and audited errors did each process use on the same workload?
Unit: work-items. Validation: computational unit tests; no empirical calibration.
Open calculator & methodImplementation Dependency Schedule
What prerequisite order and earliest finish follow from the supplied schedule, and which declared requirements are unresolved?
Unit: days. Validation: computational unit tests; no empirical calibration.
Open calculator & methodProgram Evaluation Readiness
Which evaluation-design records are documented, and what descriptive differences can these supplied observations support?
Unit: people. Validation: computational unit tests; no empirical calibration.
Open calculator & methodHuman Revision and Decision Record
What changed, who recorded the decision, why, and which provenance or review records are missing?
Unit: records. Validation: computational unit tests; no empirical calibration.
Open calculator & methodSources and review practice
- NIST: AI Risk Management Framework — Voluntary governance background; not validation of MAR. Reviewed 2026-11-09. Reference, not endorsement or validation.
- U.S. GAO: Cost Estimating and Assessment Guide — Published 12 March 2020. Estimation and sensitivity guidance; no endorsement of this implementation. Reviewed 2026-11-09. Reference, not endorsement or validation.
- UNDRR: Sendai Framework monitoring — Country-reported indicators have coverage limits; no causal program effect is inferred. Reviewed 2026-11-09. Reference, not endorsement or validation.
Does this pathway recommend a political party or candidate?
No. The same inputs and methods produce the same results for every user. No endorsement, voter profile or election prediction is generated.
What if the evidence is incomplete?
Keep missing values unknown, disclose the gap and use the result only within its stated scope. A planned module is not an operational prediction.