{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"deadweight_loss_reduction__public_administration_policy","archetype_slug":"deadweight_loss_reduction","domain_slug":"public_administration_policy","title":"Risk-Tiered Review for Low-Risk Permit Applications","opportunity_summary":"Evaluate whether a bounded risk-tiered pathway can remove redundant routing for eligible low-risk permit applications while retaining substantive legal protections, escalation, monitoring, appeals, expiry, and rollback. The diagnosis, demand, effect size, safety equivalence, and distinctiveness remain unverified.","adopter_authorizer":"The permitting authority for changes within delegated procedural discretion; a legislature or other legally competent body for any change touching statutory requirements.","scores":{"meaningful_impact":{"score":4,"rationale":"If uniform routing materially causes delay, abandonment, and specialist-capacity diversion, the proposal could improve applicant outcomes and agency throughput while protecting third parties. Impact is constrained by the absence of evidence on prevalence, attributable delay, and effect size."},"stakeholder_pull":{"score":3,"rationale":"Applicants facing delay and an agency managing backlog have plausible incentives to seek improvement, while staff, oversight bodies, and protected communities may value safeguards. The packet provides no direct evidence of expressed demand, budget commitment, or willingness to adopt risk tiering."},"incremental_advantage":{"score":3,"rationale":"The proposal targets classification and routing, unlike the stated rival of better forms, tracking, or additional staff, and therefore could address a different causal source of backlog. No evidence establishes that coarse routing rather than incomplete applications, staffing scarcity, or necessary scrutiny is the operative constraint."},"distinctiveness_plausibility":{"score":2,"rationale":"The composition of risk tiers, randomized evaluation, escalation, protected-outcome monitoring, expiry, and rollback is coherent, but prior art is explicitly unsearched. The sealed record therefore provides no affirmative basis for distinctiveness relative to existing permitting reforms."},"technical_implementability":{"score":4,"rationale":"A single permit class, published eligibility rules, ordinary-pathway comparator, escalation process, audits, and rollback form a technically bounded design using administrative processes rather than speculative technology. Implementability still depends on usable records, prospective risk classification, sufficient case volume, and reliable harm monitoring."},"adoption_authority_feasibility":{"score":3,"rationale":"The permitting authority is identifiable and may possess procedural discretion, but the packet expressly conditions action on legal review and reserves statutory changes to another competent body. Union, oversight, notice, records, and due-process constraints could narrow or prevent the proposed pathway."},"evidence_readiness":{"score":4,"rationale":"The candidate supplies explicit problem and intervention falsifiers, a baseline, a rival explanation, measurable operational and protected outcomes, and a bounded comparison design. Readiness is reduced because tier validity, outcome definitions, data reliability, thresholds, and subgroup analyses are not yet established."},"safety_net_benefit":{"score":4,"rationale":"The proposal retains substantive requirements, appeal rights, escalation, monitoring, fixed-term expiry, and immediate reversion to ordinary review when specified thresholds or authority limits are breached. These safeguards are favorable, although rare severe harms and threshold sensitivity remain unresolved."},"scalability":{"score":3,"rationale":"Published tiering and routing rules could be replicated across cases or permit classes if they prove lawful and reliable. Scaling may fail where permit classes have heterogeneous risks, scarce shared specialists, low case volume, incompatible statutes, or materially different third-party harms."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"A non-deployment diagnostic study for one permit class: legal and process mapping, historical case sampling, completeness and complexity coding, handoff and information-request analysis, subgroup checks, and comparison of low-risk-appearing cases with matched or adjusted ordinary cases.","confidence":"LOW","assumptions":["Usable historical case records and timestamps already exist.","One permit class and one agency are studied.","The step does not alter live case routing.","Agency staff, legal counsel, applicants, and protected-party representatives contribute limited time.","No exact sample size or data-cleaning burden is supplied."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Design and readiness work for a bounded pilot, including legal review, tier validation, rule publication, workflow and data-system configuration, staff training, monitoring definitions, audit procedures, appeals integration, preregistration, and independent evaluation setup.","confidence":"LOW","assumptions":["Existing case-management systems can be configured rather than replaced.","The change remains within delegated procedural authority.","One permit class and one agency are in scope.","No statutory amendment or major procurement is required.","Accessibility, language access, privacy, labor coordination, and public-engagement work are included."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Operate and evaluate one fixed-term randomized pilot, including enrollment, ordinary-pathway comparison, escalation coverage, protected-outcome audits, complaint and appeal monitoring, displacement measurement, subgroup analysis, and rollback readiness.","confidence":"LOW","assumptions":["The pilot has sufficient case flow within a fixed term.","Substantive review requirements and fees remain unchanged.","Serious harms can be monitored through available indicators, though rare-harm power is uncertain.","Independent evaluation and additional reviewer capacity for monitoring are included.","The estimate excludes system-wide rollout."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Annual resource equivalent for maintaining a one-agency risk-tiered pathway after favorable evidence, including tier governance, staff training, audits, data quality, escalation, complaints and appeals, equity monitoring, legal review, and periodic evaluation.","confidence":"LOW","assumptions":["The pathway covers a limited set of permit classes.","Existing staff and systems provide much of the operational base.","Risk criteria require periodic recalibration and public accountability.","No evidence in the packet establishes case volume, wage structure, system complexity, or monitoring intensity."]}},"research_burden":"HIGH","earliest_credible_horizon":"12_TO_36_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate identifies observable completion times, repeated requests, handoffs, withdrawals, backlog, and specialist-capacity competition, and supplies a falsifier distinguishing avoidable routing from completeness, complexity, and staffing explanations."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The permitting authority is the identified adopter for procedural changes, while a legislature or other legally competent body is identified for statutory changes."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The testable claim is that changing risk classification and routing, while retaining substantive protections, improves completion time, rework, abandonment, and reviewer burden relative to ordinary review without worsening protected outcomes or displacing backlog."},"bounded_next_evidence_step":{"status":"YES","reason":"A retrospective, single-permit-class process-tracing study can compare low-risk-appearing and otherwise comparable cases without changing live review, and can falsify the diagnosis if adjusted delay and redundant routing are absent."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The packet supplies safeguards but does not establish that lawful prospective risk tiers can be defined, that delegated authority covers the pathway, or that rare severe harms and third-party rights can be monitored adequately."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The candidate bounds an initial pilot to one permit class and fixed term, allowing broad resource bands to cover legal review, workflow changes, staff coordination, data systems, monitoring, evaluation, and rollback despite low cost confidence."}},"blocking_evidence":["Whether the uniform rule causes material redundant routing, adjusted delay, abandonment, or specialist-capacity diversion after controlling for application completeness, complexity, and staffing.","Whether low-risk eligibility can be defined prospectively, lawfully, equitably, and with adequate resistance to gaming or application splitting.","Whether protected outcomes, rare severe harms, complaints, appeals, inequity, and backlog displacement can be measured with reliable data and decision thresholds.","Whether the permitting authority has delegated discretion to run the proposed comparison without altering statutory, notice, record, appeal, environmental, safety, or rights requirements.","Whether the routing mechanism offers incremental benefit over better forms, tracking, completeness support, or staffing.","Whether comparable risk-tiered permitting approaches already exist and what, if anything, is distinctive about this composition."],"next_evidence_step":"Conduct a fixed-scope retrospective process-tracing study of one proposed permit class using a predefined sample and coding protocol. Compare low-risk-appearing cases with complexity-, completeness-, timing-, and staffing-adjusted ordinary cases on serial steps, handoffs, repeated requests, specialist time, completion time, withdrawal, defects, complaints, appeals, and downstream rework. Stop advancement if no material routing-attributable redundancy or delay is found, if prospective lawful tier assignment cannot be reconstructed reliably, or if apparent savings coincide with worse protected outcomes or displaced work.","research_questions":["How much observed delay and abandonment remains attributable to uniform routing after accounting for completeness, complexity, staffing, seasonality, and applicant response time?","Which review steps are redundant or non-protective for prospectively identifiable low-risk cases, and which remain necessary to detect harm or preserve participation and remedy?","Can eligibility and escalation rules be defined before decisions with acceptable accuracy, equity, explainability, and resistance to gaming?","What operational and protected-outcome measures, subgroup analyses, displacement checks, and preset thresholds would support a credible comparison?","What case volume and follow-up duration are required to evaluate ordinary outcomes, appeals, downstream rework, and rare severe harms?","Does the authority possess the necessary procedural discretion, and which elements would require legislative, oversight, labor, or other approval?","Does routing reform outperform the nearest rival of improved forms, status tracking, completeness assistance, or added staffing?","What comparable reforms exist, and is this proposal distinguishable by mechanism, governance boundary, outcome set, or falsification design?","How would induced demand, shared specialist scarcity, fee effects, language access, digital exclusion, and public trust change net results?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external sources or prior-art search.","Problem prevalence, stakeholder demand, effect sizes, market or population scale, and realized impact are unmeasured.","Prior art is explicitly unsearched, so distinctiveness and novelty cannot be inferred.","Cost bands are broad resource-equivalent estimates without agency size, case volume, wage, system, procurement, or legal-complexity data.","Safety equivalence is a hypothesis, particularly for rare severe harms affecting nonconsenting third parties.","Lawful delegated authority and the feasibility of prospective tier definitions remain unresolved.","The earliest credible horizon assumes accessible historical data, sufficient case flow, and no statutory amendment."] ,"closed_book_prior_art_boundary":"The sealed packet marks prior art as UNSEARCHED and supplies no external comparison set. This assessment therefore makes no claim about novelty, prevalence, existing implementations, market size, or demonstrated effectiveness; distinctiveness requires separate documented research."}