{"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__accounting_auditing","archetype_slug":"deadweight_loss_reduction","domain_slug":"accounting_auditing","title":"Risk-tiered assurance pathway near a mandatory-audit threshold","opportunity_summary":"Test the conjecture that some low-risk small entities just above a mandatory-audit threshold incur disproportionate burden without commensurate assurance value, first through retrospective threshold analysis and, only if supported and formally authorized, through a bounded comparison of full audit against enhanced review plus targeted procedures.","adopter_authorizer":"The legislature, regulator, or standard-setting or oversight body legally empowered to vary the mandatory-audit requirement; auditors and entities cannot authorize the alternative privately.","scores":{"meaningful_impact":{"score":3,"rationale":"If the stated threshold distortion exists, the pathway could reduce entity burden, reporting delay, avoidance behavior, and scarce auditor-hour use while preserving higher assurance for elevated-risk cases. The prevalence and magnitude of these effects are explicitly unmeasured, and reduced assurance could harm third-party users."},"stakeholder_pull":{"score":2,"rationale":"The proposal identifies entities and auditors that might value lower burden and improved capacity, but supplies no evidence of expressed demand. Lenders, donors, investors, regulators, and other users may instead prefer or require full-audit assurance."},"incremental_advantage":{"score":3,"rationale":"Unlike the nearest rival, the proposal changes assurance-tier assignment rather than merely improving execution within a mandatory full audit. Whether this produces net savings or preserves user protection is an untested incremental claim."},"distinctiveness_plausibility":{"score":2,"rationale":"The risk-tiered pathway is clearly specified relative to its stated baseline and nearest rival, but prior art is unsearched and the packet provides no basis for distinguishing it from existing exemptions, review regimes, or regulatory pilots."},"technical_implementability":{"score":3,"rationale":"A retrospective discontinuity analysis and capped comparative pilot are operationally conceivable, with exclusions and escalation mechanisms identified. Implementability remains mixed because eligibility criteria, adverse-event limits, outcome definitions, data access, and targeted procedures are not yet auditable specifications."},"adoption_authority_feasibility":{"score":2,"rationale":"The required authority is correctly identified and private waiver is excluded, but implementation depends on formal action by a legally empowered public or standard-setting body. The packet provides no evidence of jurisdictional authority, willingness, or an available authorization mechanism."},"evidence_readiness":{"score":3,"rationale":"The candidate supplies separate problem and intervention falsifiers, a baseline, a comparator, observable outcomes, and a bounded cohort concept. Readiness is limited by unverified data availability, undefined eligibility and safety bounds, potential confounding, and possibly low-frequency assurance harms."},"safety_net_benefit":{"score":4,"rationale":"High-risk and public-interest cases are excluded; independence, ethics, access, disclosure, escalation, expiry, entity-level reversion, and cohort pause protections are specified. Benefit is not scored 5 because validated thresholds and monitoring performance are absent."},"scalability":{"score":3,"rationale":"A rule-based tier could in principle be applied beyond a pilot, but scalability depends on jurisdiction-specific law, consistent risk classification, monitoring capacity, user acceptance, and protection against gaming and adverse selection, none of which is established."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Retrospective threshold-discontinuity and incident analysis covering data acquisition, legal and statistical design, entity-risk controls, assurance findings, burden and delay measures, and third-party outcome review.","confidence":"LOW","assumptions":["Usable threshold-adjacent administrative or firm data can be accessed without constructing a new reporting system.","The analysis covers one bounded jurisdiction or regime.","The estimate includes specialist accounting, econometric, legal, privacy, and partner-coordination labor."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Design and authorization preparation for a capped pilot, including validated eligibility rules, procedures, user disclosures, consent, auditor training, monitoring infrastructure, preregistration, stopping rules, and independent evaluation setup.","confidence":"LOW","assumptions":["A single empowered authority sponsors the work.","The pilot remains capped at 100 entities in a narrow threshold band.","No major statutory amendment or new regulator-wide technology platform is required."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Operate and evaluate the specified 12-month, up-to-100-entity comparative pilot, including assurance engagements, baseline comparison, monitoring, incident review, data collection, partner coordination, and rollback capacity.","confidence":"LOW","assumptions":["Costs include participating firms' and entities' resource-equivalent labor as well as independent evaluation.","The cohort contains no complex groups, public-interest entities, or known high-risk cases.","Material incidents can be escalated through existing full-audit capacity."]},"annual_recurring":{"band_2026_usd":"1M_TO_5M","scope":"Annual operation at approximately the capped pilot scale, including alternative assurance work, eligibility assessment, oversight, monitoring, complaints, audits triggered by escalation, data maintenance, and periodic evaluation.","confidence":"LOW","assumptions":["The program remains near 100 entities rather than expanding system-wide.","Assurance engagements and oversight recur annually.","This is gross program resource use and does not assume unverified savings from avoided full audits."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The candidate states observable discontinuities and a clear falsifier, but explicitly labels the threshold burden, avoidance, capacity loss, and insufficient incremental protection as unmeasured hypotheses."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The candidate identifies the legally empowered legislature, regulator, or standard-setting or oversight body as the required authorizer and excludes private waiver."},"distinct_testable_incremental_claim":{"status":"YES","reason":"It claims that enhanced review plus targeted procedures for bounded low-risk cases can reduce total burden or delay relative to mandatory full audit without exceeding predefined assurance and third-party-harm bounds."},"bounded_next_evidence_step":{"status":"YES","reason":"The authorized first step is a retrospective threshold-discontinuity and incident analysis with an explicit comparison and a problem falsifier; it does not require live relaxation."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The evidence step is retrospective, while any later pilot requires formal authority, excludes specified high-risk entities, preserves core duties, and includes halt, expiry, and full-audit reversion controls."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The candidate bounds a possible pilot to 12 months, no more than 100 consenting low-risk entities, a narrow threshold band, a defined comparator, monitoring, and rollback, permitting broad resource ranges despite low cost confidence."}},"blocking_evidence":["Whether threshold-adjacent entities exhibit a meaningful discontinuity in assurance cost, preparation effort, reporting delay, activity, avoidance behavior, or auditor allocation after controlling for complexity and risk.","Whether full audits near the threshold detect material misstatements, fraud indicators, or other consequential findings that enhanced review plus targeted procedures would miss.","Whether statement users would change financing, donation, contracting, or reliance decisions under the alternative assurance tier.","Whether measurable eligibility rules, targeted procedures, adverse-event bounds, and escalation triggers can be validated before authorization.","Whether an empowered authority has a lawful mechanism and willingness to authorize a bounded comparison.","Whether the proposal is distinct from or merely duplicates existing assurance tiers, exemptions, pilots, or evaluations."],"next_evidence_step":"Within one bounded jurisdiction, conduct a preregistered retrospective comparison of entities narrowly below and above the mandatory-audit threshold, controlling for observable complexity and risk and comparing assurance cost, preparation effort, reporting delay, activity or threshold avoidance, auditor hours, audit findings, later corrections, fraud indicators, complaints, and financing outcomes. Reject the diagnosis if no meaningful threshold discontinuity remains, and do not proceed to live deployment unless the analysis supports both excess burden and a plausibly low-risk eligible subgroup.","research_questions":["Is there a risk-adjusted discontinuity in burden, delay, activity, or auditor allocation at the audit threshold?","What consequential findings does the full audit produce in threshold-adjacent, apparently low-risk entities, and which would be unavailable under the proposed alternative?","Can low-risk eligibility be defined prospectively using auditable criteria without inducing gaming, restructuring, or adverse selection?","How do lenders, donors, investors, beneficiaries, and other statement users value the difference between full-audit and enhanced-review assurance?","What outcome definitions and adverse-event bounds would detect material misstatement, fraud, reliance, and distributional harm with adequate sensitivity?","Which authority can legally authorize the pilot, and what consent, disclosure, independence, and public-interest constraints apply?","How does the pathway compare with any existing exemptions, review-engagement regimes, pilots, and published evaluations?","Would recovered auditor capacity improve access or timeliness, or merely be absorbed without stakeholder benefit?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["All claimed threshold effects, affected-population incidence, resource savings, and behavioral responses are hypotheses rather than observed results.","No external demand, jurisdictional authority, data-access, prevalence, market-size, or realized-impact evidence is supplied.","Prior art is unsearched, so novelty and distinctiveness cannot be inferred.","Eligibility criteria, targeted procedures, outcome definitions, and stopping limits remain conceptual.","Rare or delayed misstatement, fraud, deterrence, and third-party-reliance harms may be difficult to estimate in a 100-entity, 12-month pilot.","The cost bands are resource-equivalent planning ranges, not estimates supported by jurisdiction-specific prices or implementation data."],"closed_book_prior_art_boundary":"The sealed packet contains no prior-art search and supports no claim about prevalence or novelty. Distinctiveness must remain unresolved until the proposed pathway is compared externally with statutory audit exemptions, assurance tiers, review-engagement regimes, regulatory pilots, and their evaluations."}