{"schema_version":1,"assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","source_experiment_id":"eoa_inverse_innovation_exp03_full320_20260801","cell_id":"negative_space_design__logistics_supply_chain","archetype_slug":"negative_space_design","domain_slug":"logistics_supply_chain","title":"Protected visual isolation for critical shipment exceptions","opportunity_summary":"Test whether reversibly suppressing routine shipment content and giving actionable exceptions protected visual space improves correct recognition relative to an all-shipment view and a ranked, highlighted dense view, without impairing context recovery or authorized decision-making.","adopter_authorizer":"The control-tower operations owner could authorize evaluation and a display-only pilot; dispatchers, control-tower operators, and accountable supervisors are the operational adopters.","scores":{"meaningful_impact":{"score":3,"rationale":"Earlier correct recognition could reduce delayed rerouting, escalation, notification, and avoidable handling, but the packet supplies no baseline frequency, delay magnitude, or realized outcome evidence."},"stakeholder_pull":{"score":2,"rationale":"Affected operators, supervisors, customers, drivers, and warehouse staff are identifiable, but the sealed candidate contains no interviews, requests, purchasing signal, workflow commitment, or evidence that attention competition is a priority problem."},"incremental_advantage":{"score":3,"rationale":"Protected spacing and reversible suppression present a testable difference from ranking, color, icons, and alerts, but no evidence shows that this composition improves recognition or context recovery over that credible rival."},"distinctiveness_plausibility":{"score":2,"rationale":"The mechanism composition is specifically described, but prior art is explicitly unsearched and the packet provides no basis for judging its distinctiveness from existing dashboard, exception-management, or progressive-disclosure practices."},"technical_implementability":{"score":4,"rationale":"A display-only implementation appears bounded and reversible, preserves the audit view, and requires no automated shipment action; implementation still depends on reliable decision-relevance mapping, feed-health signaling, and context access."},"adoption_authority_feasibility":{"score":4,"rationale":"The control-tower operations owner and existing action authorities are explicitly identified, and the proposed change is display-only; actual approval, labor availability, and local governance remain unverified."},"evidence_readiness":{"score":4,"rationale":"The candidate names baseline and rival comparisons, recognition and context metrics, falsifiers, exclusions, and rollback conditions. It does not specify sample size, event sampling, criticality labels, or decision thresholds beyond avoiding degradation."},"safety_net_benefit":{"score":3,"rationale":"Preserving action authority, the audit view, required context, and immediate rollback provides a meaningful safety net against display-induced mistakes, but hidden dependencies and false impressions of completeness remain unresolved risks."},"scalability":{"score":3,"rationale":"A software display pattern could be replicated, but scaling depends on site-specific relevance rules, event taxonomies, accessibility, workflow configuration, and resistance to later clutter; none is externally validated."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A historical-replay comparison of the ordinary dense view, ranked/highlighted rival, and negative-space view, including a lightweight prototype, event-set preparation, operator sessions, and analysis of recognition, correctness, and context-recovery outcomes.","confidence":"LOW","assumptions":["Existing historical shipment events can be accessed and replayed without major data procurement or compliance work.","A lightweight display prototype can reuse current data structures.","A limited group of operators can participate during paid work time.","This stage excludes the proposed live low-risk shift."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Production-oriented implementation for one control-tower environment, including relevance mapping, interface integration, audit-view retention, accessibility review, telemetry, testing, training preparation, and rollback controls.","confidence":"LOW","assumptions":["Existing event feeds expose sufficiently reliable exception and context fields.","No major replacement of the underlying shipment-management platform is required.","Security and compliance review follow an ordinary internal software-change process.","One operational environment is in scope."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"A controlled first-site operational launch across relevant shifts with production hardening, operator and supervisor training, parallel-view support, monitoring, evaluation, incident response, and partner coordination.","confidence":"LOW","assumptions":["Historical evidence supports proceeding to live evaluation.","The launch retains manual shipment-action authority and immediate rollback.","Multiple shifts and operational roles require coordination.","The range excludes enterprise-wide rollout and underlying data-quality remediation."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Annual maintenance for one deployed environment, including relevance-rule updates, software support, monitoring, accessibility and regression testing, training refreshes, and periodic outcome review.","confidence":"LOW","assumptions":["The feature remains within the existing dashboard platform.","Dedicated 24-hour vendor support and broad enterprise rollout are excluded.","Event taxonomy and workflow changes require recurring but limited maintenance.","No exact staffing or licensing information is available."]}},"research_burden":"MODERATE","earliest_credible_horizon":"0_TO_3_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet gives a recognizable observable state and consequence, but describes the causal problem as a hypothesis and provides no external or operational evidence that critical exceptions are commonly recognized late because of visual competition."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"Dispatchers and control-tower operators are identified as adopters, supervisors as accountable stakeholders, and the control-tower operations owner as the display-change authorizer."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal claims that reversible suppression plus protected spacing improves recognition time and accuracy beyond both the dense baseline and ranked/highlighted rival while preserving context recovery."},"bounded_next_evidence_step":{"status":"YES","reason":"A historical-replay crossover can compare three display conditions using recognition time, correctness, missed exceptions, and context-recovery errors, with failure defined as no improvement or increased harm."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The evaluation can remain display-only, preserve existing shipment-action authority and the audit view, exclude automated actions, and halt for missed exceptions, inaccessible context, ambiguous feed health, or degraded accuracy."},"implementation_cost_scope_and_range":{"status":"YES","reason":"The display-only scope permits broad resource bands for replay evidence, one-environment integration, controlled launch, and maintenance, although platform and data details make confidence low."}},"blocking_evidence":["No sealed evidence establishes the baseline frequency or operational significance of late critical-exception recognition.","The packet does not show that attention competition, rather than missing data, unclear authority, or response-capacity constraints, causes observed delays.","The accuracy and stability of decision-relevance mapping needed to suppress routine content are untested.","No comparative result establishes benefit over the ranked/highlighted dense rival or rules out context-recovery and network-pattern harms.","Stakeholder willingness to change workflow and the control-tower owner's actual approval conditions are unknown."],"next_evidence_step":"Run a bounded historical-replay crossover with representative operators and pre-labeled shipment scenarios, comparing the ordinary dense view, the ranked/highlighted rival, and the negative-space view. Measure correct-recognition time, missed and false exceptions, context-retrieval time, and dependency errors; falsify the opportunity if baseline recognition is already prompt and accurate, delays are not associated with crowding, or the proposed view fails to outperform the rival without increasing context errors.","research_questions":["How often are critical exceptions recognized late despite being present, and what operational consequences follow?","Do crowding and attention competition predict recognition failures after controlling for missing data, authority ambiguity, and response capacity?","Can decision relevance be mapped reliably without suppressing weak signals or creating a false impression of completeness?","Does protected isolation outperform ranking and highlighting for both recognition and context recovery across novice and experienced operators?","What evidence, approval, accessibility, and workflow requirements would the operations owner and affected operators require before a display-only trial?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external sources or operational records.","Problem prevalence, stakeholder demand, outcome magnitude, and market size are unmeasured.","Prior art and world novelty are unsearched.","All cost bands are resource-equivalent planning ranges based on assumed scope, not quotations or point estimates.","Technical feasibility depends on unspecified dashboard architecture, event quality, and relevance-label availability.","The 0-to-3-month horizon applies only to bounded historical-replay evidence, not production deployment."],"closed_book_prior_art_boundary":"The sealed packet supports evaluation of the proposal's internal structure, comparison design, and safety boundaries only. It does not support claims about novelty, prevalence, existing exception-management practices, market availability, realized impact, or competitive differentiation."}