{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp05_complete_proposal_portfolio20_20260803","cell_id":"deadweight_loss_reduction__robotics_automation","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_id":"dwl_robotics_transferable_validation_slots_p01","proposal_index":1,"version":0,"title":"Expiring, Reassignable Reservations for a Shared Robot Safety-Validation Cell","problem":"A factory's shared robot safety-validation cell is divided into fixed, nontransferable weekly reservations for production departments. The total concurrency limit and qualified-safety-review requirement protect workers, but the reservation rule can leave usable slots idle or released too late while another department has a qualified robot change waiting for validation. The candidate problem is the avoidable allocation wedge inside the legitimate safety-capacity constraint, not the constraint itself.","actors":["Production departments holding reserved validation slots","Automation engineers awaiting validation","Robot operators and production workers exposed to validated systems","Safety engineers and environmental-health-and-safety reviewers","Validation-cell scheduler","Plant operations manager","Maintenance and production-planning teams affected by delayed deployment"],"observable_state":"For the same scheduling horizon, records show a reserved cell-and-reviewer slot that was technically usable but went unused or was released after it could be filled, while at least one other department had a validation-ready job that met unchanged documentation, hardware, and reviewer-qualification requirements. Associated observations include queue age, manual-production continuation, robot downtime, informal escalation, and departmental slot ownership.","consequence":"Potentially beneficial robot validations remain unperformed despite available usable capacity, delaying safe deployment or return to service and causing avoidable manual work, equipment downtime, schedule disruption, or low-value informal workarounds. Departments with guaranteed reservations may lose little from leaving a slot unused, while waiting departments and affected production teams bear the delay.","affected_objective":"Reduce avoidable validation delay and unused validation capacity while preserving worker safety, reviewer workload limits, substantive validation standards, and fair departmental access.","intervention":"Keep the existing concurrency cap, qualified-reviewer requirement, test protocol, stop authority, and acceptance criteria. Replace only the nontransferable reservation rule for one validation cell with expiring reservations: an unused departmental reservation enters a common pool at a defined cutoff, and a prequalified waitlist can claim it. Rank eligible claims using auditable operational factors such as imminent production interruption, readiness, duration fit, and prior access; retain a rolling access floor for departments that could otherwise be crowded out. Begin with a read-only scheduling replay, then permit a time-limited live pilot only if the plant operations manager and safety owner approve the allocation change. Monitor safety-process compliance, reviewer load, idle usable slot-hours, eligible queue time, schedule churn, departmental incidence, and priority inflation. The pilot automatically returns to the fixed-reservation baseline unless explicitly renewed.","structural_mapping":[{"archetype_element":"Distortion map","domain_realization":"The wedge is departmental ownership of time slots that cannot be reassigned before a late release point, even when the holder has no ready validation and another qualified job is waiting."},{"archetype_element":"Blocked mutually beneficial activity","domain_realization":"A waiting automation team could use an otherwise idle cell-and-reviewer slot, while the original holder loses no completed validation because it has no ready job for that slot."},{"archetype_element":"Protected constraint safeguard","domain_realization":"Validation concurrency, safety-engineer authorization, worker-exclusion procedures, test coverage, stop authority, and acceptance criteria remain unchanged."},{"archetype_element":"Redesign lever","domain_realization":"Change slot allocation from nontransferable departmental reservations to expiring reservations with a prequalified waitlist, auditable priority rules, and an access floor."},{"archetype_element":"Affected-party incidence","domain_realization":"Waiting departments may gain earlier access; reservation holders lose some late discretionary use; safety reviewers may face schedule churn; workers retain the same substantive protections; smaller departments receive a monitored access safeguard."},{"archetype_element":"Behavioral response and rebound check","domain_realization":"Track premature placeholder bookings, exaggerated urgency, delayed cancellation, job splitting, reviewer overload, and migration of congestion to preparation or commissioning."},{"archetype_element":"Implementation boundary and rollback","domain_realization":"Apply the change to one cell for a fixed period without raising simultaneous test capacity; automatically restore the prior reservation rule on expiry or a safeguard trigger."}],"mechanism_mapping":[{"mechanism_slug":"distortion_reduction_review","role":"Establish whether observed idle slots are genuinely usable, identify the behavior changed by nontransferability, separate allocation waste from safety protection, and bound recoverable value in slot-hours, queue time, and delayed production activity.","counterfactual_removal":"Without this review, ordinary maintenance, missing reviewers, incomplete robot packages, or necessary safety limits could be mislabeled as allocation waste."},{"mechanism_slug":"quota_or_allocation_rule_review","role":"Treat the safety-capacity limit and the rule dividing that capacity as separate decisions, retain the former, and test expiring, reassignable reservations as the targeted repair.","counterfactual_removal":"Without this mechanism, the proposal would either leave the binding entitlement rule intact or drift toward expanding or weakening the legitimate safety cap."},{"mechanism_slug":"impact_assessment_table","role":"Record each department's baseline reservations, usable idle time, eligible waiting time, gains or losses under replay, protected access floor, reviewer burden, and monitoring triggers.","counterfactual_removal":"Without a party-level register, aggregate utilization could improve while concentrated access loss, workload shifts, or safety-process degradation remained hidden."},{"mechanism_slug":"cost_benefit_assessment_protocol","role":"Compare recovered usable capacity and avoided delay with scheduling, transition, fairness, and reviewer-load costs; expose readiness, duration, and downtime assumptions through sensitivity cases.","counterfactual_removal":"Without the protocol, higher utilization could be treated as sufficient evidence even if it merely transfers delay, increases churn, or depends on fragile value estimates."},{"mechanism_slug":"regulatory_simplification_pilot","role":"Bound any live change to one cell, preserve substantive controls, instrument protected outcomes, set an expiry, and require evidence for renewal.","counterfactual_removal":"Without a scoped pilot and sunset, an uncertain allocation redesign could become a plant-wide or persistent rule before its safety, fairness, and gaming effects were observable."}],"causal_chain":["Fixed departmental reservations confer temporary control over scarce validation capacity even when the holder lacks a ready job.","Nontransferability and late release prevent a validation-ready job from using that capacity.","A usable slot can therefore remain idle while eligible demand queues, without producing an offsetting safety benefit.","Waiting validation delays robot deployment or return to service, extending manual operation, robot downtime, or production disruption.","Expiring reservations move only unneeded slots into a common pool while leaving concurrency and substantive safety requirements intact.","A readiness-gated, auditable waitlist reallocates those slots to feasible jobs, subject to a departmental access floor.","If usable idle time and eligible queue delay fall without worse safety-process compliance, reviewer overload, or inequitable access, the evidence supports the allocation-wedge hypothesis; otherwise the rule reverts."],"baseline":"Fixed weekly departmental reservations, nontransferable until manual cancellation or a late release point, supplemented by informal calls or managerial escalation. Safety eligibility and test procedures are applied after a department secures a slot. The comparison baseline includes current idle usable slot-hours, eligible queue time, cancellations, escalation events, reviewer load, and departmental access.","nearest_rivals":["Add another validation cell or more qualified reviewers: stronger if demand exceeds usable capacity even after perfect reassignment, but it does not test whether current capacity is stranded by the allocation rule.","Centralized scheduling or better vacancy notifications: stronger if openings exist but waiting teams cannot discover or claim them; insufficient if departmental entitlement legally or procedurally blocks reassignment.","An emergency-expedite exception: may help rare critical jobs but preserves ordinary idle reservations and invites discretionary escalation rather than repairing the general allocation rule.","Dynamic access pricing: could sort demand by willingness to pay, but introduces budget-incidence and gaming concerns when auditable operational urgency and access safeguards may address the identified entitlement wedge without monetizing safety-validation access.","Shorter or automated validation: could increase throughput but changes the substantive safety process and addresses processing capacity rather than the proposed allocation wedge."],"remaining_contrastive_claim":"The proposal is warranted only if usable validation capacity and validation-ready demand coexist because a nontransferable departmental entitlement blocks reassignment. Its distinguishing move is to repair that allocation rule while holding the safety cap and substantive validation process constant; it is not capacity expansion, faster testing, generalized search improvement, or relaxation of safety oversight.","authority_safety":{"decision_authority":"The plant operations manager may authorize the bounded allocation pilot only with concurrence from the environmental-health-and-safety owner and robot-validation process owner. Safety engineers retain independent authority to reject, pause, or stop any validation. Department managers do not gain authority to waive eligibility or acceptance requirements.","authorized_first_step":"Conduct a read-only retrospective review and shadow scheduling replay for one validation cell using existing booking, cancellation, readiness, reviewer-availability, and validation records; do not alter any reservation or robot operation.","excluded_actions":["Increasing simultaneous robot validations or exceeding reviewer workload limits","Waiving readiness, guarding, lockout, exclusion-zone, functional-safety, cybersecurity, documentation, or acceptance requirements","Allowing operational priority to override a safety engineer's stop or rejection decision","Charging departments or permitting budget-based bidding for validation access","Reallocating a slot whose original job remains validation-ready under the published rules","Using unreviewed estimates of production loss as the sole priority criterion","Plant-wide rollout or permanent policy change based only on the retrospective replay"],"halt_rollback":"For a live pilot, halt new reallocations and restore the fixed-reservation baseline if any validation proceeds without a required control, reviewer load exceeds its approved bound, schedule churn prevents required preparation, the access floor is breached, priority data are materially manipulated, or the safety owner invokes stop authority. Previously approved robot operations are unaffected unless separately judged unsafe."},"negative_tests":{"strongest_counterevidence":"Apparent idle slots are not actually usable because qualified reviewers, required test fixtures, isolation windows, or validation-ready packages are absent; in that case the binding problem is real capacity or readiness rather than a stranded allocation.","problem_falsifier":"The problem hypothesis fails if a bounded audit finds no scheduling intervals in which usable cell-and-reviewer capacity coexists with an eligible waiting job, or if eligible jobs already can claim released capacity promptly and the departmental entitlement does not change allocation.","intervention_falsifier":"The intervention hypothesis fails if a constraint-respecting replay produces no additional feasible validations or reduced eligible queue time, or if any apparent gain disappears when readiness, duration, reviewer load, access floors, and schedule-churn costs are included. A live pilot would also falsify it if gains require weaker safety controls or create unacceptable access loss or reviewer burden.","risks":["Departments may exaggerate urgency or reserve placeholder jobs to influence priority.","Late reassignment may create preparation failures and schedule churn.","Large departments may dominate auditable priority measures unless the access floor works.","Higher cell utilization may overload safety reviewers or downstream commissioning teams.","Duration estimates may be strategically understated, reducing schedule reliability.","Utilization metrics may reward rushed work unless substantive safety and quality signals remain controlling.","Sensitive production-loss estimates may expose departmental information or bias decisions.","Congestion may move from validation-cell access to fixtures, staging, documentation, or commissioning."]},"next_evidence_step":"Using a prespecified eight-week window for one validation cell, classify every booked interval as used, unusable for documented safety or resource reasons, or usable-but-idle; identify waiting jobs that had completed the unchanged readiness checklist before each interval; and replay the proposed expiry and waitlist rule under the same concurrency, reviewer, duration, and access constraints. Report feasible reassignments, usable idle slot-hours, eligible queue time, projected production-delay measures, schedule churn, reviewer load, and departmental incidence as ranges rather than an effect claim. Manually audit the ambiguous cases with the scheduler and safety owner. This read-only exercise ends without changing a booking and determines whether a live pilot is justified.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Not evaluated against prior proposals because none were consulted under the sealed, closed-book instruction. Within this proposal, the intervention is specifically a non-price repair to entitlement-based allocation of robot safety-validation capacity, with the protective cap left intact.","revision_record":{"parent_version":null,"progress_targets_addressed":["Produce one complete, schema-conforming reverse-innovation candidate","Preserve the deadweight-loss causal structure in a robotics-and-automation setting","Separate avoidable allocation distortion from legitimate safety protection","Specify bounded authority, safeguards, rivals, falsifiers, and first evidence"],"conceptual_changes":["Initial version; framed the problem as a stale allocation rule inside a legitimate robot-validation capacity constraint.","Located the claimed recoverable loss in simultaneously idle usable capacity and blocked eligible demand, rather than in the existence of safety review."],"operational_changes":["Initial version; specified expiring reservations, a readiness-gated waitlist, auditable priority factors, an access floor, one-cell scope, monitoring triggers, expiry, and rollback."],"evidence_changes":["Initial version; limited first evidence to an eight-week read-only audit and constraint-respecting shadow replay."],"claim_changes":["No novelty, prevalence, demand, or effect-size claim is made.","Prior art is explicitly unsearched, and the intervention remains conditional on observing the proposed allocation wedge."]}}