{"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__robotics_automation","archetype_slug":"negative_space_design","domain_slug":"robotics_automation","title":"Protected Contextual Action Surface for Multi-Robot Supervisor Consoles","opportunity_summary":"Test whether contextually hiding eligible routine console elements while reserving persistent identity, freshness, connectivity, and safety cues improves supervisors' recognition and handling of action-required robot events. The proposal is coherent and safely testable in simulation, but the underlying problem prevalence, stakeholder demand, comparative benefit, and distinctiveness from existing supervisory-control practices are unverified.","adopter_authorizer":"The multi-robot cell owner and designated safety authority, with operator and controls-engineering review.","scores":{"meaningful_impact":{"score":4,"rationale":"If the proposed causal chain holds, fewer missed or misclassified action-required events could reduce intervention delay, downtime, unsafe escalation, and operator workload. The sealed candidate provides no evidence about event prevalence or realized effect magnitude, preventing a very favorable score."},"stakeholder_pull":{"score":2,"rationale":"Operators, safety engineers, maintenance staff, and production owners have plausible interests, but the packet contains no interviews, requests, purchasing signals, observed adoption effort, or other evidence of stakeholder pull."},"incremental_advantage":{"score":3,"rationale":"Removing eligible visual competitors could outperform a fully populated baseline and differs mechanistically from merely emphasizing urgent content. No comparative results establish an advantage over the priority-coded rival, and reduced peripheral awareness could offset gains."},"distinctiveness_plausibility":{"score":2,"rationale":"The protected absence plus persistent interpretability cues forms a specific composition, but prior art is explicitly unsearched and the packet identifies adjacent practices including alarm shelving, adaptive displays, ecological interface design, focus modes, and context-sensitive controls."},"technical_implementability":{"score":4,"rationale":"A simulator prototype using recorded or synthetic incidents and reversible interface-state rules appears technically tractable. Production implementation is harder because continuously changing telemetry, stale-data detection, control discoverability, and safety-critical exclusions must work reliably."},"adoption_authority_feasibility":{"score":4,"rationale":"The packet identifies the cell owner and designated safety authority, requires operator and controls-engineering review, and defines a non-production first step. Production approval could still be demanding because the interface affects safety-relevant supervisory work."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies a within-operator crossover simulator test, matched incidents, relevant outcomes, halt conditions, and separate problem and intervention falsifiers. Readiness is limited by missing acceptance thresholds and a prespecified retained-situation-awareness measure."},"safety_net_benefit":{"score":4,"rationale":"The design may improve recognition before unsafe escalation, while the test plan excludes live actuation, alarm suppression, hidden emergency controls, and production use; it also includes immediate rollback. Benefits remain hypothetical, and quiet states could create false reassurance if freshness or fault cues fail."},"scalability":{"score":3,"rationale":"The interface principle could potentially transfer across multiple cells, but console architectures, robot mixes, operator expertise, display constraints, safety cases, and event semantics may require substantial site-specific configuration and validation."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Specify decision rules and situation-awareness measures, build a limited non-production console prototype, prepare matched recorded or synthetic incidents, and run a small within-operator crossover study comparing the ordinary baseline, the protected-surface prototype, and where feasible the priority-coded rival.","confidence":"LOW","assumptions":["An existing simulator or replay environment is available.","The prototype changes presentation only and requires no live robot integration.","A small operator sample can be recruited internally.","Costs include interface work, controls and safety review, participant time, analysis, and documentation."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"Engineer and validate a reversible implementation for one representative cell or console after favorable simulator evidence, including integration, hazard review, usability testing, training materials, logging, and rollback capability.","confidence":"LOW","assumptions":["Existing supervisory-console software can be modified without replacement.","Safety-critical alarms, emergency controls, and status cues remain persistently available.","The deployment is limited to one representative setting and does not include fleet-wide rollout.","Formal certification or major vendor redevelopment is not required."]},"operational_launch":{"band_2026_usd":"250K_TO_1M","scope":"Launch across a bounded multi-cell site with console-specific configuration, validation of event and empty states, operator training, safety approvals, monitoring, support, and staged rollback procedures.","confidence":"LOW","assumptions":["Several cells or console variants require separate configuration and testing.","Launch follows successful simulator and limited-setting validation.","No new display hardware or wholesale control-system replacement is required.","Partner coordination includes the cell owner, safety authority, operators, controls engineers, maintenance, and relevant console vendors."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Maintain rules and integrations, review interface behavior after robot or process changes, retrain operators, monitor misses and incorrect actions, audit freshness and fault cues, and repeat safety and usability validation where needed.","confidence":"LOW","assumptions":["Scope is a bounded multi-cell site rather than an enterprise fleet.","Telemetry schemas and operating procedures change periodically.","Recurring work includes engineering, safety review, training, monitoring, software support, and evaluation.","No exact vendor licensing or compliance burden is established in the packet."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"Missed or misclassified action-required events due to console competition are recognizable and falsifiable, but the sealed record labels the problem as a hypothesis and supplies no external observation, prevalence evidence, or stakeholder confirmation."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The candidate explicitly assigns approval to the cell owner and designated safety authority, with operator and controls-engineering review."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The proposal makes a testable claim that contextual removal with protected interpretability cues improves detection and correct interpretation relative to an all-content baseline; the priority-coded dashboard supplies a relevant active rival."},"bounded_next_evidence_step":{"status":"YES","reason":"A small within-operator crossover study on a non-production simulator is authorized, reversible, outcome-specific, and governed by halt conditions, although thresholds must be prespecified before execution."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"The first step excludes live actuation, alarm suppression, hidden emergency or safety-critical status, and production deployment; authority, halt, and rollback provisions are explicit."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"A bounded simulator study and staged implementation scopes can be described, but actual console architecture, simulator availability, vendor constraints, validation obligations, and site scale are unspecified, so only low-confidence broad bands are supportable."}},"blocking_evidence":["No sealed evidence shows that console competition predicts missed or delayed action-required event handling in the intended settings.","No matched comparison establishes benefit over either the all-content baseline or the priority-coded dashboard rival.","Acceptance thresholds and non-inferiority bounds for misses, incorrect actions, control recovery, and retained situation awareness are not specified.","No evidence establishes that operators correctly interpret quiet states when telemetry is stale, disconnected, or failed.","Prior art is unsearched, leaving distinctiveness from alarm-management and adaptive-interface practices unresolved.","No stakeholder inquiry demonstrates demand, workflow fit, or willingness to authorize later production validation."],"next_evidence_step":"Before any live deployment, prespecify advancement thresholds and non-inferiority bounds, then run a small within-operator crossover test in a non-production simulator using matched recorded or synthetic incidents. Compare the protected-surface prototype with both the persistent-all-content baseline and, if implementable, the priority-coded rival on detection time, misses, incorrect actions, control-recovery time, retained situation awareness, and interpretation of normal, stale, disconnected, and failed-data empty states. Falsify advancement if the prototype fails to improve detection or interpretation, exceeds any safety or recovery bound, or causes any participant to be unable to recover a needed control.","research_questions":["Does measured console competition predict detection delay or errors after accounting for alarm reliability, training, workload, and sensor-fusion quality?","Which telemetry, controls, notices, and status elements can be contextually hidden without reducing peripheral situation awareness?","Does the protected-surface prototype outperform both the persistent-content baseline and a priority-coded dashboard under matched incidents?","What acceptance thresholds and non-inferiority bounds should govern misses, incorrect actions, control recovery, and situation awareness?","Can operators reliably distinguish a legitimate quiet state from stale, disconnected, or failed telemetry?","How do expertise, event frequency, transition behavior, display size, and robot-cell complexity alter performance?","What established alarm-management or supervisory-interface practices already implement materially similar mechanisms?","Will cell owners, safety authorities, operators, and controls engineers support a staged validation pathway if simulator evidence is favorable?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external sources or prior-art search.","Problem prevalence, stakeholder pull, market size, realized impact, and world novelty are unmeasured.","All causal and performance claims remain hypotheses pending controlled evidence.","Cost bands are resource-equivalent ranges based only on the stated scope; console architecture, partner terms, compliance obligations, and fleet size are unknown.","Production safety and scalability cannot be inferred from a small simulator study."],"closed_book_prior_art_boundary":"Prior art is explicitly unsearched. This assessment neither claims novelty nor estimates prevalence of comparable designs. Mentioned adjacent areas—alarm shelving, adaptive displays, ecological interface design, focus modes, context-sensitive control presentation, and priority-coded dashboards—are boundaries identified within the sealed packet, not externally verified findings."}