{"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__logistics_supply_chain","archetype_slug":"layer_decay_and_expiration_management","domain_slug":"logistics_supply_chain","title":"Dependency-Gated Lifecycle Control for Logistics Instructions","opportunity_summary":"Evaluate a reversible lifecycle process that identifies superseded logistics instructions, gates their disposition on retention obligations and dependencies, removes approved obsolete versions from normal operational visibility, and preserves tested recovery. The mechanism is coherent and safely pilotable, but the packet does not establish local problem prevalence, realized benefit, distinctiveness, or deployment economics.","adopter_authorizer":"Warehouse or transport process owners and TMS/WMS administrators could adopt the workflow, with instruction owners authorizing validity, records/legal/compliance owners authorizing retention or destruction, and system owners attesting dependencies. Irreversible deletion requires all relevant authorities to clear their gates.","scores":{"meaningful_impact":{"score":4,"rationale":"If obsolete routing, packing, handling, or exception instructions are being selected, reducing their normal visibility could materially improve fulfillment accuracy, safety, compliance, and retrieval while preserving evidence. The packet supplies no observed frequency or effect size, so the impact remains conditional."},"stakeholder_pull":{"score":2,"rationale":"The candidate identifies affected operators, administrators, process owners, and governance teams, but provides no interviews, requests, incident history, usage data, budget commitment, or other evidence that these stakeholders currently prioritize the problem."},"incremental_advantage":{"score":3,"rationale":"Relative to the stated centralized document-control rival, the proposal adds class-specific lifecycle rules, dependency and hold gates, visibility tiering, quarantine, and restore testing. Whether those additions outperform existing controls enough to justify their coordination burden is untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The dependency-gated composition is specifically articulated, but prior-art status is explicitly UNSEARCHED. The packet cannot establish that the composition is meaningfully distinct from document control, records management, or logistics knowledge-management practice."},"technical_implementability":{"score":3,"rationale":"Inventory, supersession marking, quarantine, archival, logging, and restoration are technically plausible. Reliable identity resolution, ownership mapping, dependency discovery, retention classification, and integration with operational repositories may be difficult, and the candidate names their incompleteness as a failure condition."},"adoption_authority_feasibility":{"score":3,"rationale":"The proposal names the necessary authorities and separates instruction, retention, compliance, and system decisions. That makes governance credible but creates multi-party coordination requirements, especially where dependencies, holds, or destruction obligations are disputed."},"evidence_readiness":{"score":4,"rationale":"A bounded 90-day, one-site, two-class pilot is specified with quarantine rather than deletion, restore tests, halt conditions, rollback, baseline comparisons, and separate problem and intervention falsifiers. Predeclared tolerances and measurement details still need to be fixed."},"safety_net_benefit":{"score":4,"rationale":"Quarantine, recoverable archives, tested restoration, preserved logs, hold checks, and immediate rollback directly protect claims, audits, incident response, and historical reconstruction while testing reduced stale exposure. Undiscovered dependencies and archive latency remain material risks."},"scalability":{"score":3,"rationale":"The lifecycle pattern could extend across instruction classes and sites, but each class may have different owners, retention rules, integrations, dependencies, and urgency requirements. No evidence shows that governance and classification effort scale economically."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Prepare and run the specified 90-day pilot at one site for inventory and label instruction versions, including baseline measurement, identity resolution, owner and policy review, bounded quarantine, restore testing, logging, and evaluation.","confidence":"LOW","assumptions":["Existing repositories and TMS/WMS data can be accessed without major procurement.","The pilot uses existing staff and software where possible.","No hard deletion or major production-system replacement occurs.","Labor for process owners, administrators, records/compliance reviewers, and evaluators is included."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Establish an initial multi-site enterprise capability after favorable evidence, including lifecycle taxonomy, governance, repository and TMS/WMS integrations, dependency checks, archive and restore controls, audit logging, security review, and configuration.","confidence":"LOW","assumptions":["Deployment covers several sites and multiple instruction classes within one organization.","Existing content and operational platforms can be extended rather than replaced.","Historical metadata requires material cleanup and mapping.","External partners receive controlled access changes but do not require wholesale system replacement."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Launch the configured capability across the initial footprint, including training, communications, parallel operation, authority sign-offs, exception handling, readiness testing, and launch evaluation.","confidence":"LOW","assumptions":["Startup integrations and governance are complete before launch.","Rollout is phased and retains rapid rollback.","Launch does not include irreversible bulk deletion.","Site count, user count, and instruction volume remain moderate."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Operate an initial multi-site program, including lifecycle reviews, metadata stewardship, dependency and hold validation, archive services, restore exercises, software support, audits, training, incident handling, and outcome monitoring.","confidence":"LOW","assumptions":["Several sites and instruction classes remain in scope.","Human review remains necessary for ambiguous authority and dependencies.","Archive, logging, and restoration controls require continuing testing.","The organization uses existing core TMS/WMS and document platforms."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet defines a concrete, observable, and falsifiable logistics problem, but exposure frequency, mistaken selection, retrieval delay, and governance burden are explicitly hypotheses with no site or external evidence."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Warehouse and transport operators, process owners, TMS/WMS administrators, and records, legal, compliance, and system owners are identified, with specific authorization responsibilities."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that dependency- and obligation-gated quarantine and archival will reduce stale-version exposure or retrieval burden beyond centralized document control without unacceptable workflow, audit, claim, or restoration failures; both benefit and failure outcomes are testable."},"bounded_next_evidence_step":{"status":"YES","reason":"The sealed candidate authorizes a 90-day pilot at one site across two instruction classes, prohibits hard deletion, requires quarantine and restore testing, and supplies baseline and intervention falsifiers."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The first step is reversible, excludes automatic deletion and hold overrides, divides authority appropriately, and requires halting and restoration upon active references, authority disputes, missing evidence, hold conflicts, or failed recovery."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The pilot scope is bounded, but the packet provides no version counts, site counts, platform architecture, metadata quality, integration complexity, labor rates, licensing needs, or archive volumes sufficient to support more than low-confidence resource bands."}},"blocking_evidence":["Site-level baseline evidence that superseded versions are exposed through normal search or execution and cause mistaken selection, retrieval delay, or material governance work.","A comparison showing whether existing centralized document-control and version-history capabilities already provide authoritative visibility, holds, dependency protection, and tested recovery.","Evidence that instruction identities, owners, supersession links, retention classes, holds, and operational dependencies can be resolved with acceptable completeness.","Pilot results showing improvement in stale exposure or retrieval time without exceeding predeclared tolerances for workflow, audit, claim, dependency, or restoration failures.","Prior-art research sufficient to assess differentiation from document control, records management, and logistics knowledge-management practice.","Repository, integration, staffing, and site-scale inputs needed to refine implementation and recurring cost ranges."],"next_evidence_step":"At one consenting site, predeclare tolerances and run the authorized 90-day pilot on inventory and label instruction versions: measure current superseded-version search or execution exposure, selections, and retrieval time; then quarantine a bounded reviewed sample while retaining a comparable baseline set or pre-pilot period, restore-test archived samples, and falsify the proposal if no baseline problem appears, outcomes do not improve, or workflow, dependency, audit, claim, or restoration failures exceed tolerance. Perform no hard deletion.","research_questions":["How often are superseded inventory and label instructions visible, retrieved, selected, or executed under current controls?","Do current document-control or operational systems already enforce one authoritative version while preserving compliant and restorable history?","What proportion of versions have resolvable identity, ownership, effective dates, supersession links, retention classes, holds, and dependency status?","What predeclared failure tolerance is acceptable for workflow interruption, missed dependencies, audit evidence, claims handling, and restoration?","Does gated quarantine reduce stale exposure and retrieval time relative to the baseline without suppressing valid instructions?","How much human review and cross-functional approval is required per instruction class, and does that burden scale across sites?","Which elements, if any, are distinct from established document-control, records-management, and logistics knowledge-management methods?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book evidence establishes structural and causal plausibility, not prevalence or realized outcomes.","Prior-art status is UNSEARCHED, so novelty and differentiation cannot be inferred.","No stakeholder-demand, adoption-commitment, market-size, or budget evidence is present.","Cost bands are low-confidence resource equivalents because system architecture, scale, data quality, and licensing are unspecified.","Older versions are not inherently invalid, and newer versions are not inherently authoritative; disposition depends on validated status rather than age.","Incomplete identity, ownership, retention authority, or dependency discovery could make safe archival infeasible.","The evaluation must not generalize this information-artifact lifecycle mechanism to physical inventory expiration."],"closed_book_prior_art_boundary":"No external search or prior-art determination was performed. The assessment cannot claim novelty, prevalence, market size, common practice, realized impact, or superiority over existing document-control, records-management, or logistics knowledge-management systems."}