{"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 Management for Logistics Instructions","opportunity_summary":"Evaluate whether identity resolution, explicit supersession, obligation and dependency gates, quarantine, archival tiering, and restore testing can reduce exposure to obsolete logistics instructions without impairing audits, claims, integrations, or historical reconstruction. The packet establishes a coherent and reversible mechanism but does not establish problem prevalence, realized benefit, or novelty.","adopter_authorizer":"A warehouse or transport process owner together with TMS/WMS administrators and records, legal, compliance, safety, and system owners; instruction owners authorize validity, while retention and dependency authorities must independently clear disposition.","scores":{"meaningful_impact":{"score":4,"rationale":"If obsolete routing, packing, handling, or exception instructions are being selected or executed, reducing that exposure could materially improve fulfillment accuracy, safety, compliance, and retrieval. The packet provides no observed frequency or effect size, preventing a very favorable score."},"stakeholder_pull":{"score":3,"rationale":"Process, system, records, legal, safety, and compliance teams have proposal-specific reasons to value safer lifecycle control, but the candidate contains no adopter interviews, demand evidence, incident history, or demonstrated dissatisfaction with current controls."},"incremental_advantage":{"score":3,"rationale":"Relative to the stated centralized document-control rival, the proposal adds class-specific lifecycle rules, dependency-gated disposition, quarantine or archival tiering, holds, and tested restoration. Whether these additions produce material benefit over existing controls remains untested."},"distinctiveness_plausibility":{"score":2,"rationale":"The mechanism composition is specifically differentiated from the named rival, but prior art in document control, records management, and logistics knowledge management is explicitly unsearched, so external distinctiveness cannot yet be supported."},"technical_implementability":{"score":3,"rationale":"Inventory, metadata, supersession links, access changes, quarantine, logging, and restoration are technically plausible, but incomplete identity resolution and undiscovered runtime or external dependencies could make reliable implementation difficult."},"adoption_authority_feasibility":{"score":3,"rationale":"The packet identifies the necessary authorities and prevents unilateral irreversible deletion, but authorization is fragmented across instruction, records, compliance, legal, and system owners, creating coordination and dispute risk."},"evidence_readiness":{"score":4,"rationale":"The candidate supplies a 90-day, one-site, two-class pilot, explicit baseline measures, problem and intervention falsifiers, halt conditions, and rollback. Predeclared tolerances and measurement procedures still need specification."},"safety_net_benefit":{"score":5,"rationale":"The proposed first step uses quarantine rather than hard deletion, preserves logs, restore-tests archived samples, halts on active references or authority conflicts, and provides immediate restoration, directly limiting operational and evidentiary harm."},"scalability":{"score":3,"rationale":"The lifecycle pattern could extend across instruction classes and sites, but differences in repositories, retention rules, ownership, integrations, and dependency visibility may require substantial local configuration and governance."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Design and run a 90-day evaluation at one site for two instruction classes, including inventory, identity resolution, baseline measurement, bounded quarantine, monitoring, restore tests, and analysis.","confidence":"LOW","assumptions":["Existing repositories and access logs can be used without major procurement.","The pilot covers a bounded sample and performs no hard deletion.","Costs include process-owner, administrator, records, compliance, legal, and evaluation labor.","No major custom integration is required for the first evidence step."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Prepare a limited production capability for one site or business unit, including metadata normalization, lifecycle rules, dependency checks, approval workflows, archive controls, audit logging, training, and validation.","confidence":"LOW","assumptions":["A mid-sized operator has several repositories or operational systems requiring configuration or light integration.","Existing document, archive, identity, and logging platforms can be extended.","Legacy instruction cleanup and ownership resolution require substantial cross-functional labor.","The scope excludes enterprise-wide migration and replacement of core TMS/WMS platforms."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Launch across multiple sites and major instruction classes with system integrations, governance, migration, dependency discovery, change management, compliance review, recovery testing, and staged rollout evaluation.","confidence":"LOW","assumptions":["The organization operates multiple warehouses or transport functions with heterogeneous repositories and workflows.","Launch includes partner coordination where carriers, suppliers, or customers depend on instruction versions.","The organization retains existing core logistics systems.","No prevalence, organization size, or integration count is supplied, so the band is scenario-dependent."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Operate lifecycle governance, ownership reviews, hold and dependency checks, archive services, monitoring, audit support, restore exercises, training, and rule maintenance across a multi-site deployment.","confidence":"LOW","assumptions":["Recurring work requires dedicated administrative and governance capacity.","Archive, observability, and workflow software are largely extensions of existing platforms.","Dependency and retention reviews remain partly manual.","The estimate excludes unusual litigation, incident-response, or major replatforming costs."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet coherently identifies the hazard of accessible superseded instructions and the competing need to preserve history, but actual exposure, mistaken selection, retrieval delay, and governance burden are explicitly hypotheses requiring site evidence."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The candidate identifies warehouse and transport process owners, TMS/WMS administrators, instruction owners, and records, legal, compliance, safety, and system owners, with distinct authorization responsibilities."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal testably claims that dependency-gated quarantine and archival controls will reduce stale-version exposure or retrieval time relative to the current repository baseline without exceeding tolerances for workflow, audit, claim, dependency, or restoration failures."},"bounded_next_evidence_step":{"status":"YES","reason":"A 90-day evaluation at one site, limited to two instruction classes and excluding hard deletion, is bounded and includes quarantine, restoration testing, halt conditions, and rollback."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"Known safety and authority risks are controlled for the first step by divided authorization, holds, dependency checks, no hard deletion, explicit halt triggers, preserved logs, and immediate restoration; these controls do not establish safety for irreversible disposition."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate bounds the pilot scope but supplies no repository count, integration complexity, sample volume, staffing requirement, organization scale, or resource evidence sufficient to validate implementation cost bands."}},"blocking_evidence":["Measured prevalence of superseded versions exposed through normal search or executable workflows in the two pilot classes.","Baseline rates of mistaken selection, version ambiguity, retrieval delay, and governance effort.","Evidence that identity resolution, ownership assignment, retention classification, and dependency discovery are sufficiently complete for safe quarantine.","Predeclared acceptable tolerances for workflow incidents, audit or claim impairment, active dependency hits, archive latency, and restore failures.","Comparison with existing controls to determine whether they already enforce authoritative visibility, lifecycle state, holds, and tested recovery.","Verified prior art and differentiation relative to document-control, records-management, and logistics knowledge-management practices."],"next_evidence_step":"Conduct a 90-day, one-site evaluation covering routing-guide and label-instruction versions: first measure the existing-control baseline for normal-search exposure, executable references, mistaken selection, retrieval time, and recovery performance; then quarantine a bounded, jointly approved sample without hard deletion and compare the same measures plus dependency, audit, claim, and restore failures. Falsify the problem if existing controls already prevent stale exposure and ambiguity, and reject the intervention if improvement is absent or any predeclared failure tolerance is exceeded.","research_questions":["How often are superseded versions visible in normal search results or referenced by active workflows?","How often do users or systems select obsolete versions, and what operational consequences follow?","Do existing platforms already provide authoritative publication, explicit lifecycle state, holds, dependency checks, and tested restoration?","What metadata and ownership gaps prevent reliable identity resolution or supersession mapping?","Which integrations, carriers, suppliers, customers, audits, claims, or investigations depend on historical versions?","What failure tolerances should govern quarantine, archive latency, dependency incidents, and restoration?","Does the proposed mechanism materially outperform the stated centralized document-control rival?","What prior art exists in document control, records management, and logistics knowledge management, and is the composition meaningfully differentiated?","What staffing, integration, compliance, storage, training, and recurring-governance resources are required at the intended deployment scale?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Problem prevalence and effect size are hypotheses with no observed site results in the sealed packet.","World novelty and prior art are unmeasured.","Market size and stakeholder willingness to adopt or fund the mechanism are unmeasured.","Cost bands are scenario-based resource estimates because organization size, system count, data quality, and integration scope are unspecified.","Old versions are not inherently stale, and recent versions are not inherently valid; disposition cannot rely on age alone.","Technical feasibility depends on identity, ownership, retention, and dependency information that may be incomplete.","The safety assessment applies to reversible quarantine and restore testing, not irreversible deletion or enterprise-wide deployment."],"closed_book_prior_art_boundary":"Prior art is unsearched and unverified in this closed-book assessment; no claim is made about novelty, prevalence, competitive uniqueness, market adoption, or superiority over existing document-control and records-management practices."}