{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"layer_decay_and_expiration_management__sociology_anthropology","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"sociology_anthropology","title":"Lifecycle governance for sedimented institutional rules","opportunity_summary":"A continuing governance process would inventory overlapping institutional rules, identify stale context and dependencies, require affected-party review, and simulate reversible tiering while preserving holds, reliance interests, contestation, and reconstructable archives. The sealed candidate specifies a credible mechanism and safe pilot boundary, but problem prevalence, effectiveness, stakeholder demand, and distinctiveness remain unverified.","adopter_authorizer":"The adopting organization would be a consenting institutional unit; its duly constituted governing or policy body would authorize rule-state changes, with records and legal officers controlling holds and affected parties receiving notice and a contest channel.","scores":{"meaningful_impact":{"score":4,"rationale":"If the specified pattern is present, reducing contradictory rule citations and unequal treatment while preserving rights and institutional memory would materially improve accountable governance. The frequency and magnitude of these harms are not established in the sealed candidate."},"stakeholder_pull":{"score":2,"rationale":"The proposal names affected groups and a consenting pilot unit, but supplies no interviews, requests, commitments, complaint volume, budget ownership, or other evidence that stakeholders actively want this intervention."},"incremental_advantage":{"score":4,"rationale":"Relative to the stated complaint-driven baseline and one-time consolidation rival, continuing review, dependency gates, affected-party contestation, reversible withdrawal, tombstones, and restoration checks offer a clear testable advantage. Whether these features improve decisions enough to justify their burden is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The combination is coherently specified, but prior art is explicitly unsearched; overlap with policy review, records governance, administrative simplification, and archival practice is therefore unresolved."},"technical_implementability":{"score":4,"rationale":"A 30-rule inventory, dependency map, labeling simulation, contest process, quarantine, and sample restoration are operationally plausible with ordinary governance and records capabilities. Ambiguous rule identity, ownership, dependencies, and access controls could still prevent implementation."},"adoption_authority_feasibility":{"score":4,"rationale":"The candidate identifies the governing or policy body, legal and records hold authority, affected-party notice, contestation, halt conditions, and rollback. Feasibility remains short of very favorable because authority may be fragmented or contested in an actual institution."},"evidence_readiness":{"score":3,"rationale":"The candidate supplies separate problem and intervention falsifiers plus a bounded 90-day scope, but measures, coding rules, observation windows, comparison logic, and acceptable reliance-harm thresholds are not yet fully operationalized."},"safety_net_benefit":{"score":5,"rationale":"The intervention explicitly protects accountability through no-destruction piloting, holds, dependency and reliance blocks, quarantine, tombstones, restoration tests, audit visibility, affected-party contestation, and rollback after service or rights disruption."},"scalability":{"score":3,"rationale":"A class-based lifecycle process and rule register could transfer across units, but review labor, heterogeneous authority, sensitive records, local interpretations, and the risk of creating another unmaintained governance layer make scale uncertain."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A 90-day, non-destructive study in one consenting unit covering 30 rules: inventory, ownership and dependency coding, retrospective decision review, affected-party sessions, tabletop tiering, archive-restoration test, and an analysis report.","confidence":"LOW","assumptions":["Existing rules and a manageable sample of past decisions are accessible.","Internal policy, records, legal, and frontline staff can contribute limited time.","No custom software procurement or extensive records remediation is required.","Sensitive-data review and participant coordination remain limited to one unit."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Design and configure a production rule register, lifecycle classifications, review workflow, permissions, notice and contest procedures, archival quarantine, restoration controls, training, and initial migration for one organizational unit.","confidence":"LOW","assumptions":["The organization can adapt existing records or workflow systems.","Legal and records requirements do not require a new enterprise platform.","Rule ownership can be resolved without prolonged adjudication.","The initial unit has hundreds rather than tens of thousands of relevant items."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Launch across several units with governance staffing, broader migration and dependency mapping, legal and records review, affected-party engagement, training, access controls, monitoring, and independent evaluation.","confidence":"LOW","assumptions":["Several units participate but the effort is not an enterprise-wide transformation.","Historical records are digitized sufficiently for review.","Integrations and security controls are moderate rather than bespoke.","Contested dispositions require deliberation but not extensive litigation."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Ongoing ownership review, scheduled lifecycle assessments, notices and contests, records and legal checks, archive testing, register maintenance, training, monitoring, and periodic evaluation for a limited multi-unit program.","confidence":"LOW","assumptions":["Review volume is moderate and distributed among existing staff.","The register uses an existing supported platform.","No major remediation backlog recurs annually.","Costs could rise substantially with institution size, litigation, or intensive community participation."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The sealed candidate provides recognizable observable indicators and a problem falsifier, but explicitly states that empirical prevalence and effects are unverified; an audit is needed to establish that sedimentation materially explains inconsistency in a target unit."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"A consenting organizational unit is the adopter, while the duly constituted governing or policy body authorizes state changes and records and legal officers control holds."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that continuing lifecycle treatment with dependency gates, reversible tiering, contestation, and reconstructable archives will outperform complaint-driven cleanup or one-time consolidation on obsolete-rule citation, consistency, and reliance harms."},"bounded_next_evidence_step":{"status":"YES","reason":"A 90-day, 30-rule inventory and simulation can compare coded baseline decisions and test both the stated problem explanation and intervention mechanism without destruction or operational withdrawal."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The candidate prohibits destruction and removal of held, contested, or dependency-uncertain material; it specifies decision authority, notice, contestation, halt triggers, quarantine, and restoration. Actual local authorization still must be confirmed before any status change."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The candidate bounds an initial unit, 30-rule pilot, required roles, review activities, archive restoration, and safety controls sufficiently to assign broad resource-equivalent ranges, although confidence is low without local system and records details."}},"blocking_evidence":["No target-unit evidence establishes how many rules overlap, contain stale contextual assumptions, lack owners, or continue to influence current decisions.","No evidence shows that sedimentation, rather than discretion, resource scarcity, or unequal enforcement, materially explains observed inconsistency.","No operationalized coding protocol, observation window, comparison design, or acceptable reliance-harm and service-disruption thresholds are supplied.","No stakeholder-demand evidence establishes willingness among governing bodies, frontline staff, records and legal officers, or affected groups to sustain the review burden.","Prior art is unsearched and unverified, so the claimed combination's distinctiveness relative to policy review, records governance, administrative simplification, and archival practice is unknown.","Local disposition authority, dependency traceability, archive accessibility, privacy constraints, and restoration reliability have not been demonstrated."],"next_evidence_step":"Conduct a 90-day, non-live evidence study in one consenting unit on 30 purposively sampled potentially overlapping rules. Pre-register definitions and coding for staleness, conflict, ownership, dependencies, obsolete-rule citation, decision inconsistency, reliance harm, and restoration success. Compare retrospective decisions citing flagged rules with matched decisions citing unflagged current rules, and run tabletop lifecycle classifications plus blinded archive-restoration tests without changing operational status. Stop advancement if few material overlaps are found, alternative explanations account for inconsistency, dependencies or authority cannot be established, restoration fails, or simulated treatment projects greater unresolved reliance harm than the complaint-driven baseline.","research_questions":["How many sampled rules are materially overlapping or context-stale, and how often are they cited in current decisions?","Does rule sedimentation explain inconsistency after accounting for discretion, resource scarcity, and unequal enforcement?","Can independent coders reliably identify rule identity, ownership, dependencies, holds, reliance interests, and historical value?","Do simulated lifecycle labels reduce obsolete-rule selection or decision inconsistency compared with the current register or manual?","What reliance harms, contest burdens, service disruptions, privacy risks, and access inequities arise under simulated tiering?","Can quarantined material be found and restored completely within a predefined time and accuracy threshold?","Which governing, legal, records, and affected-party actors possess authority or vetoes for each lifecycle state?","Which proposed causal features, if any, are absent from established policy-review, records-governance, administrative-simplification, and archival approaches?","What staffing and coordination burden is required to prevent the lifecycle process itself from becoming an unmaintained layer?","Are affected parties and operational owners willing to participate in and sustain the process? "],"recommendation":"PARTNERED_RESEARCH","uncertainty_constraints":["Closed-book assessment only; no external evidence was consulted.","Problem prevalence, stakeholder demand, realized impact, market size, and institutional willingness are unmeasured.","Effectiveness is a hypothesis, and the sealed candidate does not provide empirical outcome data.","Distinctiveness cannot be credited beyond plausibility because prior art is unsearched and unverified.","All cost bands are low-confidence resource-equivalent ranges contingent on institution size, system condition, record sensitivity, legal complexity, and contest volume.","Social interpretation and contested authority may make apparently contradictory rules legitimately plural rather than stale.","Formal archival preservation may not ensure practical accessibility or prevent shifts in power."],"closed_book_prior_art_boundary":"Prior art is unsearched and unverified. This closed-book assessment makes no claim about novelty, prevalence, existing implementations, or superiority relative to policy review, records governance, administrative simplification, archival practice, or other external approaches."}