{"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__engineering_design","archetype_slug":"negative_space_design","domain_slug":"engineering_design","title":"Protected Quiet Region for Critical Industrial HMI Alarms","opportunity_summary":"Test whether reserving a diagnostically labeled, low-stimulation HMI region for actionable critical alarms improves detection and interpretation relative to both the existing dense interface and a prioritization-only redesign, without increasing false-safe judgments, context-retrieval delays, or control errors.","adopter_authorizer":"The accountable plant or product safety owner, with controls engineering and representative operator approval.","scores":{"meaningful_impact":{"score":4,"rationale":"Faster recognition of critical alarms could reduce abnormal-operation duration and associated equipment, process, environmental, or personnel harm. The consequence is potentially substantial, but the frequency and magnitude of crowding-driven failures are unsupported."},"stakeholder_pull":{"score":3,"rationale":"Operators, controls engineers, maintenance teams, and safety owners have plausible reasons to value better alarm recognition, and the candidate names a concrete failure state. No stakeholder interviews, adoption requests, baseline incidence, or willingness-to-change evidence is supplied."},"incremental_advantage":{"score":3,"rationale":"The protected quiet-to-populated transition offers a specific contrast mechanism beyond changing alarm color, sound, severity, ordering, or rate. Whether it adds measurable benefit over a well-executed prioritization-only redesign remains untested."},"distinctiveness_plausibility":{"score":3,"rationale":"Using stable protected absence as the contrast-generating element is clearly distinguished from the stated nearest rival, making distinctiveness plausible at the mechanism-composition level. Prior art is explicitly unsearched, so originality cannot receive evidentiary credit."},"technical_implementability":{"score":4,"rationale":"A prototype appears implementable through HMI layout rules, alarm-state logic, diagnostic labeling, and preserved context rather than new fundamental technology. Integration with heterogeneous legacy interfaces, monitoring-health states, controls, and safety requirements could still be difficult."},"adoption_authority_feasibility":{"score":3,"rationale":"The candidate identifies an accountable safety owner and required engineering and operator approvals. Authority is identifiable, but production adoption would require hazard review, validation, training, and coordination in a safety-critical environment."},"evidence_readiness":{"score":4,"rationale":"The packet specifies a simulator-only, counterbalanced comparison, relevant outcomes, two comparators, falsifiers, and halt conditions. Representative scenarios, operators, thresholds, and sufficient alarm-event samples still must be secured and predeclared."},"safety_net_benefit":{"score":4,"rationale":"The design is framed as an additional perceptual layer while preserving alarm evidence, diagnostic context, redundancy, and control access, with explicit halt and rollback conditions. It cannot remedy invalid, excessive, or poorly prioritized alarms and could itself create false reassurance."},"scalability":{"score":3,"rationale":"The underlying layout principle could apply across multiple industrial HMIs, but each interface may require task analysis, hazard review, information demotion decisions, integration, operator testing, and governance against later refilling of the region."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"50K_TO_250K","scope":"Design one representative prototype and conduct a simulator-only, counterbalanced comparison against the existing HMI and a prioritization-only rival, including protocol design, operator recruitment, analysis, and safety review.","confidence":"LOW","assumptions":["An existing simulator or replay environment and recorded scenarios are available.","The study covers one bounded HMI context rather than multiple plants or product families.","Representative operators can participate without extensive travel or backfill expense.","No live-control integration or production certification is included."]},"initial_deployment_startup":{"band_2026_usd":"250K_TO_1M","scope":"Prepare a limited production candidate for one facility or product context, including detailed task and hazard analysis, interface engineering, integration, verification, operator training materials, and predeployment approval work.","confidence":"LOW","assumptions":["The existing HMI platform permits layout and alarm-logic modification.","The effort is confined to one bounded process or equipment family.","Emergency controls and required operating context remain accessible.","Major hardware replacement and prolonged plant shutdown are unnecessary."]},"operational_launch":{"band_2026_usd":"1M_TO_5M","scope":"Validate and launch the design across one operational facility or substantial product line, including integration testing, safety assurance, training, change management, monitoring, and rollback readiness.","confidence":"LOW","assumptions":["Several screens, alarm classes, operator roles, and operating scenarios require validation.","Production deployment follows successful simulator evidence and formal hazard review.","Costs include partner coordination and evaluation but not enterprise-wide fleet rollout.","No fundamental control-system replacement is required."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Maintain the alarm-region rules, regression testing, operator training, incident review, monitoring-health checks, and governance preventing routine content from consuming the protected region for one deployment context.","confidence":"LOW","assumptions":["Maintenance is integrated with an existing HMI and safety-management program.","The interface changes periodically and therefore needs recurring regression review.","The estimate excludes major redesigns, new hardware, and expansion to additional facilities."]}},"research_burden":"HIGH","earliest_credible_horizon":"12_TO_36_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"YES","reason":"The candidate specifies an observable failure—late or missed recognition of a correctly generated critical alarm amid similarly weighted persistent information—and provides a controlled problem falsifier. Its prevalence remains unknown, but the problem is concrete and externally testable."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The accountable plant or product safety owner is explicitly named as deployment authority, with controls engineering and representative operator approval."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The claim isolates a protected low-stimulation region and compares it against both the current dense HMI and a prioritization-only redesign using detection, interpretation, and safety outcomes."},"bounded_next_evidence_step":{"status":"YES","reason":"A simulator-only counterbalanced study using recorded normal and abnormal scenarios is bounded, non-live, decision-relevant, and includes explicit comparisons, adverse outcomes, falsifiers, and rollback conditions."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The proposed first step makes no live-control changes, preserves diagnostic and control access, excludes unsafe actions, and specifies halt conditions. These protections support research only and do not authorize production deployment."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The candidate identifies the engineering, safety, operator, and interface elements likely to drive cost, permitting broad assumed bands, but supplies no platform complexity, site count, certification pathway, simulator availability, or integration scope from which to validate an implementation range."}},"blocking_evidence":["No representative baseline evidence shows that surrounding visual competition contributes to critical-alarm misses after alarm validity, rate, operator experience, task load, training, and acoustic factors are controlled.","No controlled result shows that the protected-region prototype outperforms both the existing HMI and a prioritization-only rival.","Safe limits for false-safe judgments, context-retrieval time, missed controls, and control errors have not been established or met.","Prior art for protected quiet alarm regions and materially similar industrial display patterns is unsearched.","No adopter inquiry establishes that safety owners, engineers, and operators consider the problem material enough to justify redesign and validation burden.","Implementation scope and cost sensitivity across legacy HMI platforms are unknown."],"next_evidence_step":"With one industrial partner, pre-register and run the proposed simulator-only, counterbalanced study on a bounded HMI and representative recorded scenarios. Compare the baseline, prioritization-only rival, and protected-region prototype; reject the mechanism if crowding is not associated with baseline performance or if the prototype fails to improve detection and interpretation without exceeding predeclared limits for false-safe judgments, context retrieval, missed controls, or control errors.","research_questions":["After controlling alarm validity, alarm rate, operator experience, task load, training, and acoustic conditions, is visual competition associated with detection latency, misses, or interpretation errors?","Does the protected-region prototype outperform both the existing HMI and a prioritization-only redesign on detection and interpretation outcomes?","Can monitoring loss, loading failure, disabled monitoring, and genuine no-alarm states be distinguished without false reassurance?","Which information and controls can be demoted without impairing time-critical context retrieval or action?","How do trained operators respond initially and after familiarization with the novel layout behavior?","What materially similar industrial alarm-display designs already exist, and what evidence supports them?","What platform, approval, staffing, and governance constraints dominate deployment cost and adoption willingness?","What controls prevent the protected region from being gradually refilled with routine content?"] ,"recommendation":"PARTNERED_RESEARCH","uncertainty_constraints":["Closed-book assessment provides no evidence of problem prevalence, market size, realized impact, or stakeholder demand.","The causal mechanism and intervention effectiveness remain hypotheses despite being specific and falsifiable.","World novelty and materially similar prior art are unmeasured because no search was performed.","All cost bands are resource-equivalent planning ranges based on assumed scope, not observed quotations or exact estimates.","Technical feasibility may vary substantially across legacy HMI platforms and regulatory or site-specific safety regimes.","The assessment supports simulator research, not live operational deployment."],"closed_book_prior_art_boundary":"The sealed packet distinguishes the proposal structurally from a conventional prioritization-only rival, but prior-art status is explicitly UNSEARCHED. No conclusion is made about novelty, prevalence, existing industrial implementations, patents, standards, or comparative effectiveness."}