{"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__security_intelligence","archetype_slug":"deadweight_loss_reduction","domain_slug":"security_intelligence","title":"Risk-tiered parallel review for time-sensitive intelligence releases","opportunity_summary":"Test whether uniform serial release review creates an avoidable delay wedge for a predefined low-exposure intelligence-product class, and whether risk-tiering, parallel checks, and authoritative metadata reuse could reduce that delay without weakening mandatory protections.","adopter_authorizer":"The official with delegated authority over the release workflow, subject to concurrence from classification, privacy/legal, counterintelligence, operational-security, and liaison-equity owners where applicable.","scores":{"meaningful_impact":{"score":4,"rationale":"Missing decision windows could waste otherwise usable intelligence and reviewer capacity, while delayed dissemination may prompt duplicate collection or workarounds. The impact could be substantial if the proposed wedge exists, but its frequency and magnitude are unsupported."},"stakeholder_pull":{"score":3,"rationale":"Producers, reviewers, authorized consumers, and oversight bodies have intelligible interests in timely yet protected release, but the packet provides no demonstrated demand, complaints, adoption commitment, or measured decision losses."},"incremental_advantage":{"score":4,"rationale":"Risk-tiering, parallel independent checks, and metadata reuse directly target delay attributed to uniform serial review while retaining full review for protected cases. Advantage over added staffing or improved handoffs remains conditional on the coarse rule being the binding cause."},"distinctiveness_plausibility":{"score":3,"rationale":"The mechanism composition is specific and testable, but prior art is explicitly unsearched. The packet cannot establish that similar tiered release workflows, parallel reviews, or metadata reuse are absent from current practice."},"technical_implementability":{"score":4,"rationale":"A shadow study and limited product-class pilot are operationally conceivable using workflow timestamps, tier rules, audits, escalation, and rollback. Feasibility depends on data quality, secure system configuration, valid tiering, and whether mandatory reviews can actually run in parallel."},"adoption_authority_feasibility":{"score":3,"rationale":"The relevant delegated authority and mandatory concurrence roles are identified, but implementation spans several protective mandates and the packet contains no evidence of their approval, available capacity, or agreement on thresholds."},"evidence_readiness":{"score":4,"rationale":"The proposed 60-day shadow study offers matched comparisons, decomposable timing measures, and explicit problem and intervention falsifiers without changing release decisions. Readiness is limited by unknown workflow-data completeness, access authorization, and baseline incident rates."},"safety_net_benefit":{"score":4,"rationale":"Full review for protected cases, sensitive-material exclusions, audits, exception escalation, expiry, incident monitoring, and immediate rollback provide multiple safeguards. They cannot eliminate asymmetric disclosure harm, and continuation thresholds have not been fixed."},"scalability":{"score":3,"rationale":"Tier rules and reusable metadata could extend to additional product classes, but classification, liaison, privacy, operational, and source equities may vary materially across classes and organizations. No evidence establishes transferability or demand-rebound control."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"A 60-day secure shadow-mode study for one predefined product class, including workflow-data extraction, matched-case analysis, harm-metric design, compliance review, and stakeholder coordination.","confidence":"LOW","assumptions":["Existing review systems contain usable timestamps and case metadata.","The study occurs within one organization and does not alter live release routing.","Cleared analysts, reviewers, legal/privacy personnel, and security support are available without building a new secure environment."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Preparation and execution of a capped 30-day pilot for one low-exposure product class, including tier criteria, precommitted thresholds, workflow configuration, training, audit controls, and rollback procedures.","confidence":"LOW","assumptions":["The shadow study supports continuation and required authorities concur.","Existing secure workflow tooling can be configured rather than replaced.","The pilot is restricted to already-authorized consumers and excludes the listed sensitive materials."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Production launch within one organization across a limited set of validated product classes, including secure workflow integration, governance, training, audit instrumentation, incident response, and independent evaluation.","confidence":"LOW","assumptions":["Launch does not require a new enterprise intelligence platform.","Each added product class receives separate equity-owner validation.","The organization can reuse existing identity, authorization, logging, and records-management controls."]},"annual_recurring":{"band_2026_usd":"250K_TO_1M","scope":"Ongoing operation within one organization, including tier governance, audits, exception review, incident and near-miss monitoring, rule maintenance, training, evaluation, and secure-system support.","confidence":"LOW","assumptions":["Volume remains within existing infrastructure capacity.","Monitoring relies substantially on existing compliance and security functions.","Demand rebound does not require major recurring staffing expansion."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet gives a coherent hypothesis and observable workflow indicators, but supplies no observed dataset establishing material queueing, missed decision windows, abandonment, duplication, or a low-risk/high-risk burden mismatch."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The proposal identifies the delegated release-workflow authority as the authorizer and specifies the classification, privacy/legal, counterintelligence, operational-security, and liaison-equity owners whose concurrence may be mandatory."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The incremental claim is that tiering, parallel checks, and metadata reuse outperform unchanged serial review on median and tail release time and timely use without unacceptable increases in serious errors, bypasses, near misses, or concentrated harms."},"bounded_next_evidence_step":{"status":"YES","reason":"A 60-day shadow-mode study of one predefined class can compare matched cases, decompose elapsed time, and test the burden-mismatch hypothesis without changing authorization or live release decisions."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The packet includes strong exclusions, halt conditions, and rollback provisions, but required concurrences are not confirmed and tier-specific harm, auditability, and continuation thresholds remain unset before any live pilot."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate bounds the study and pilot duration and class, allowing conditional broad bands, but provides no staffing levels, case volume, workflow architecture, data-access burden, integration requirements, or eventual rollout scale."}},"blocking_evidence":["Workflow records establishing whether uniform serial review materially contributes to queueing, tail delay, missed decision windows, abandonment, or duplicate collection.","Elapsed-time decomposition separating avoidable queueing, routing, handoffs, and rework from necessary substantive review, lawful mandatory review, consumer discovery, analytic scarcity, and reviewer shortage.","Evidence that the proposed low-exposure class has sufficiently low and measurable incident, bypass, near-miss, privacy, source, liaison, and operational-exposure risk.","Precommitted tier-specific benefit, harm, auditability, concentration, pause, and rollback thresholds grounded in authorized baseline rates.","Confirmation that required authorities permit secure data access for shadow analysis and would consider a capped pilot if continuation criteria pass.","Internal-policy and prior-art review establishing whether the mechanism is materially incremental to existing release practices."],"next_evidence_step":"With delegated approval for secure records access, run the proposed 60-day shadow-mode study on one predefined low-exposure product class. Compare matched cases under the unchanged serial workflow, decompose median and tail elapsed time by substantive review, queueing, routing, handoffs, rework, and capacity shortage, and measure missed decision windows and harm indicators. Falsify the problem claim if there is no material attributable delay or burden mismatch; do not begin the 30-day live pilot unless authorities precommit continuation and harm thresholds and the shadow results clear them.","research_questions":["What share of median and tail release time is attributable to the uniform rule rather than necessary substantive review, mandatory equities, rework, discovery, or insufficient staffing?","Do low- and high-risk products actually traverse similar gates and consume similar review effort after controlling for complexity and product type?","How often does release delay cause a missed decision window, abandoned dissemination, duplicate collection, or a documented change in consumer usefulness?","Can a low-exposure class be defined prospectively with acceptable false-low-risk rates and resistance to tier-shopping?","Which checks are legally and operationally independent enough to run in parallel, and which must remain serial?","Are metadata authoritative, current, reusable, and sufficiently auditable to replace repetitive checks?","What baseline rates support credible thresholds for serious errors, near misses, mandatory-equity bypasses, concentrated harms, and auditability failure?","Does staffing or handoff improvement outperform risk reallocation when tested against the same baseline?","What similar internal or external practices already exist, and what incremental element, if any, remains distinct?","Could faster release induce demand rebound that recreates congestion or shifts risk toward sources, liaison partners, operations, or described persons?"] ,"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Problem prevalence, backlog magnitude, affected case volume, and realized decision impact are not established.","The binding cause of delay is unknown and may be substantive review, mandatory coordination, consumer discovery, analytic scarcity, or reviewer shortage rather than uniform routing.","Prior art and current use of comparable tiering, parallel review, or metadata-reuse practices are unsearched.","Security incidents may be rare but irreversible and adversary-amplified, limiting what a short pilot can establish statistically.","Data completeness, comparability, classification constraints, and access authorization are unknown.","Cost bands depend on assumptions about one-organization scope, existing secure infrastructure, reusable logs, and available cleared staff.","Authority feasibility reflects identified roles, not demonstrated willingness or formal approval.","Transferability across product classes, missions, equity regimes, and organizations is unverified."],"closed_book_prior_art_boundary":"The sealed packet labels prior art as UNSEARCHED and supplies no external evidence about prevalence, market size, existing implementations, realized impact, or world novelty. This assessment therefore treats distinctiveness and adoption demand as unresolved and makes no claim that risk-tiered parallel intelligence-release review is new or uncommon."}