{"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__disaster_management","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"disaster_management","title":"Lifecycle States and Supersession Gates for Disaster-Response Artifacts","opportunity_summary":"Evaluate a non-destructive lifecycle-management mechanism that inventories sequential incident artifacts, marks current and superseded states, redirects operational retrieval toward authoritative successors, and gates quarantine or archival actions through retention, hold, dependency, and restoration checks. The candidate could reduce obsolete-information exposure while preserving reconstruction evidence, but both the underlying problem and intervention effectiveness remain hypothetical.","adopter_authorizer":"Incident command is the operational authorizer; a designated records officer would administer lifecycle actions with legal, privacy, security, and artifact-owner review, including coordination with partner agencies.","scores":{"meaningful_impact":{"score":4,"rationale":"If superseded reports, maps, rosters, or action plans influence time-critical decisions, clearer authority signaling could materially improve response safety and retrieval efficiency while preserving evidence. The packet establishes serious conditional consequences but provides no observed frequency or realized impact."},"stakeholder_pull":{"score":2,"rationale":"Responders, incident command, records personnel, investigators, and auditors have proposal-specific reasons to care, but the packet contains no expressed demand, adoption request, incident data, or evidence that existing stewardship practices are viewed as inadequate."},"incremental_advantage":{"score":4,"rationale":"Relative to shared drives, filenames, manual archiving, and the stated single-current-version rival, the proposal adds successor redirects, class-specific retention, dependency and hold checks, reversible quarantine, and restore validation. Whether these additions improve outcomes is untested."},"distinctiveness_plausibility":{"score":3,"rationale":"The integrated composition is specifically defined and plausibly distinguishable from the stated rival, but prior-art status is explicitly unsearched, so distinctiveness relative to incident-document and records-governance systems cannot be established."},"technical_implementability":{"score":3,"rationale":"Inventorying artifacts, adding lifecycle metadata, testing redirects, and conducting restore drills are technically plausible in a closed-incident pilot. Consistent identity resolution, successor mapping, dependency discovery, access control, and state propagation across heterogeneous partner repositories remain substantial uncertainties."},"adoption_authority_feasibility":{"score":3,"rationale":"The packet identifies incident command, a records officer, and specialist reviewers, providing a plausible authority path. Multiagency ownership, conflicting retention duties, and acknowledged cross-agency authority disputes could impede production adoption."},"evidence_readiness":{"score":4,"rationale":"The candidate supplies a bounded retrospective shadow pilot, explicit baseline and rival comparisons, measurable retrieval and selection outcomes, falsifiers, halt conditions, and rollback. Access to a representative closed incident and valid task design are not yet demonstrated."},"safety_net_benefit":{"score":4,"rationale":"Preserved manifests, non-destructive quarantine, hold and dependency checks, archive validation, restore drills, and explicit halt conditions directly limit damage from false stale classifications. Safety depends on complete holds, references, permissions, and successor mappings, which are unverified."},"scalability":{"score":2,"rationale":"The mechanism may generalize across recurring artifact classes, but scaling requires lifecycle states, identities, dependencies, permissions, and authority decisions to remain coherent across heterogeneous repositories and agencies—the candidate's stated failure condition."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"One shadow-mode retrospective study of a closed incident, including repository access, artifact inventory and identity resolution, proposed lifecycle labels and redirects, retrieval-task comparison against baseline and the single-current-version rival, dependency and hold review, restoration tests, and evaluation reporting.","confidence":"LOW","assumptions":["A closed incident with a manageable artifact set is available.","No live records are altered and no production integrations are required.","Incident, records, legal, privacy, security, and artifact-owner personnel contribute limited review time.","Sensitive data can be evaluated within existing controlled infrastructure."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Design and startup for one lead organization, including lifecycle policy, metadata model, identity and successor workflow, repository connectors, role-based access, audit logging, quarantine and restoration capability, validation, and staff preparation.","confidence":"LOW","assumptions":["Deployment covers a limited set of major repositories rather than every partner system.","Existing identity, storage, and access-control services can be extended.","Automated hard deletion remains excluded.","Legal and records requirements do not demand a new records platform."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Production launch across a bounded multiagency incident environment, including hardened integrations, governance agreements, security and privacy review, training, operational support, archive validation, restore exercises, and monitored rollout.","confidence":"LOW","assumptions":["Several agencies and heterogeneous repositories require coordination.","Lifecycle decisions retain human review for high-risk artifacts.","Launch includes evaluation and rollback readiness but not nationwide deployment.","Partner agencies permit metadata exchange or compatible local enforcement."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Annual operation for a bounded multiagency deployment, including integration maintenance, lifecycle and records administration, security monitoring, archive and restore testing, policy updates, training, incident support, and effectiveness audits.","confidence":"LOW","assumptions":["Repository count and incident volume remain moderate.","Existing storage and security infrastructure is reused.","Human review continues for holds, dependencies, disputed successors, and sensitive records.","Material platform replacement and large-scale archive migration are excluded."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate identifies a recognizable tension between obsolete operational instructions remaining discoverable and historical artifacts requiring preservation, with observable manifestations and a representative-audit falsifier. Its prevalence and consequence still require evidence."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Incident command is named as operational authority, with lifecycle administration assigned to a designated records officer and defined legal, privacy, security, owner, and partner-agency review roles."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that lifecycle labels and successor redirects will reduce superseded-artifact selection or retrieval time relative to current shared-drive practices and the single-current-version rival without increasing dependency, reconstruction, or access failures."},"bounded_next_evidence_step":{"status":"YES","reason":"A one-incident retrospective shadow pilot is explicitly authorized, changes no live guidance or records, includes comparison conditions, tests restoration, and has concrete halt and rollback criteria."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"For the bounded retrospective step, hard deletion, live-guidance alteration, hold overrides, fidelity-unsafe compaction, and unauthorized archive exposure are excluded; named reviewers, preserved manifests, halt triggers, and rollback constrain the identified risks."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The packet bounds the retrospective pilot and describes required functions, but supplies no repository count, artifact volume, access conditions, integration architecture, personnel availability, or partner-governance requirements needed to validate implementation cost and range."}},"blocking_evidence":["Representative closed-incident evidence that superseded artifacts remain co-visible, are selected as current, or create material retrieval, stewardship, or reconstruction burdens.","Comparative pilot results showing lifecycle labels and successor redirects outperform baseline and the stated rival on incorrect selection and retrieval time.","Evidence that holds, dependencies, authoritative successors, and access permissions can be identified with acceptably low miss and error rates.","Successful reconstruction and restoration tests demonstrating that visibility changes do not impair evidentiary fidelity or urgent historical retrieval.","Adopter and partner-agency confirmation that lifecycle authority, metadata exchange, and dispute resolution are operationally acceptable.","Prior-art evidence establishing whether the proposed integrated mechanism adds meaningful capability beyond existing incident-document and records-governance systems."],"next_evidence_step":"Run the authorized shadow-mode retrospective pilot on one closed incident. Randomize or counterbalance representative retrieval tasks across the existing baseline, the single-current-version rival, and the proposed lifecycle-label-and-redirect view; compare superseded-artifact selection, retrieval time, dependency misses, unauthorized exposure, and reconstruction or restore failures. Falsify advancement if the proposal does not improve selection or time, or produces any material increase in missed dependencies, failed reconstruction, or access violations.","research_questions":["How often are superseded artifacts co-visible during representative prolonged or multiagency incidents, and how often are they mistaken for current direction?","Which artifact classes permit reliable current, superseded, held, quarantined, and archived states without reducing evidentiary fidelity?","How complete are artifact identity, authoritative-successor, dependency, retention, hold, and permission data across partner repositories?","Does the proposed mechanism outperform both current practice and the mandatory single-current-version rival on decision-relevant retrieval tasks?","Can quarantined or archived artifacts be restored within operationally acceptable time while preserving provenance and access controls?","Which organization can resolve cross-agency state conflicts, and will artifact owners accept its decisions and metadata conventions?","Is the integrated combination already implemented in incident-management, document-governance, retention, or archival systems?","What repository count, artifact volume, compliance requirements, and partner coordination effort determine credible deployment and recurring cost bands?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["All prevalence, consequence, and effectiveness claims are explicitly hypotheses; the packet contains no incident observations or pilot results.","Stakeholder pull is inferred only from affected roles and objectives, not from expressed demand or procurement interest.","Prior art is unsearched, so novelty, distinctiveness, and incremental capability beyond existing systems are unresolved.","Cost bands are resource-equivalent planning ranges based on stated scope, not vendor quotes or measured implementation effort.","Technical feasibility may change materially with repository heterogeneity, artifact volume, metadata quality, and partner access constraints.","The favorable safety assessment applies only to the non-destructive retrospective step, not automatic disposition or live operational use.","Scaling depends on authority and metadata consistency across agencies, which the candidate itself identifies as a possible failure condition."],"closed_book_prior_art_boundary":"No conclusion is made about prevalence, market size, realized impact, novelty, or existing implementations. The candidate's prior-art status is explicitly UNSEARCHED; only its internal comparison with the stated baseline and nearest rival supports the incremental-advantage assessment."}