{"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__logistics_supply_chain","archetype_slug":"deadweight_loss_reduction","domain_slug":"logistics_supply_chain","title":"Scarcity-adjusted dock appointment pricing with protected access","opportunity_summary":"At a capacity-constrained freight terminal, test whether capped scarcity-adjusted appointment prices, credits, and protected-load exemptions can shift flexible freight from congested peak windows into usable off-peak capacity, reducing queues and delay without worsening safety, labor conditions, access, or neighborhood impacts. The proposal is conditional on first verifying that peak excess demand coexists with genuinely usable off-peak slack.","adopter_authorizer":"A terminal operator and its dock-scheduling leadership, contingent on confirmation of contractual, labor, safety, billing, and public-governance authority.","scores":{"meaningful_impact":{"score":4,"rationale":"If appointment allocation is the binding cause, reducing peak truck queues and stranded off-peak dock capacity could improve freight throughput and recover driver and equipment time. Impact remains conditional because terminal prevalence, retiming feasibility, and net harms are unsupported."},"stakeholder_pull":{"score":3,"rationale":"Operators, carriers, shippers, and drivers have plausible reasons to value shorter queues and more reliable turns, but the sealed candidate supplies no evidence of expressed demand and identifies likely resistance from small, inflexible, or cash-constrained carriers and affected neighborhoods."},"incremental_advantage":{"score":3,"rationale":"Prices could elicit decentralized information about schedule flexibility that flat pricing, first-come allocation, or administrative quotas may not reveal. The advantage over revised quotas or priority classes is unproven and disappears if loads cannot retime or processing capacity causes the queue."},"distinctiveness_plausibility":{"score":2,"rationale":"The combined shadow-pricing, credits, exemptions, cap, and rollback design is specific and testable, but prior art is explicitly unsearched, so distinctiveness relative to existing terminal appointment-pricing practices is unverified."},"technical_implementability":{"score":4,"rationale":"The bounded mechanism uses observable appointment, queue, utilization, price, safety, and access data and does not require new physical dock capacity. Implementation still requires pricing logic, billing or credit administration, monitoring, data linkage, and reliable exception handling."},"adoption_authority_feasibility":{"score":3,"rationale":"A terminal operator is identifiable and the proposed pilot is limited to one terminal and ordinary nonhazardous freight, but authority remains conditional on contract, labor, safety, and public-governance review and may involve parties beyond scheduling management."},"evidence_readiness":{"score":4,"rationale":"The candidate specifies observable states, a four-week shadow study, a baseline, a nearest rival, and separate problem and intervention falsifiers. Readiness is reduced by unknown local data quality, confounding from service processes, and the absence of demonstrated access to a terminal dataset."},"safety_net_benefit":{"score":4,"rationale":"Credits, protected-load exemptions, price caps, excluded actions, automatic expiry, and explicit halt-and-rollback triggers materially limit downside. Residual risks include inequitable access, worker fatigue, displaced traffic or noise, gaming, and treating revenue transfers as social gains."},"scalability":{"score":3,"rationale":"Appointment pricing and monitoring could be replicated across terminals using similar scheduling systems, but labor arrangements, freight flexibility, contracts, neighborhood constraints, and the true cause of queues are likely terminal-specific and require local validation."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Four-week, non-charging shadow-pricing study at one terminal, including data extraction and cleaning, matched peak/off-peak analysis, service-capacity controls, stakeholder review, and a decision memo comparing the pricing hypothesis with flat-price and administrative-allocation explanations.","confidence":"LOW","assumptions":["Existing appointment, arrival, service, queue, and utilization records are accessible and linkable.","No new sensors or material scheduling-system build is needed for the diagnostic.","Terminal, carrier, labor, safety, and neighborhood representatives provide limited review time.","The study analyzes shadow prices only and imposes no live charges."]},"initial_deployment_startup":{"band_2026_usd":"50K_TO_250K","scope":"One-terminal configuration for a capped eight-week pilot, including scheduling and billing integration, credits and exemptions, eligibility rules, dashboards, audit logs, compliance and contract review, communications, training, and rollback testing.","confidence":"LOW","assumptions":["The existing appointment platform can be configured or integrated without replacement.","Only ordinary nonhazardous freight is eligible.","Price caps, credits, and protected-load rules can be administered through existing carrier accounts.","No major collective-bargaining change, construction, or new off-peak shift is required."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Execution and evaluation of the capped eight-week pilot at one terminal, including operational support, participant help, monitoring of safety and access, comparison with baseline or randomized eligible slots, independent analysis, and immediate rollback capacity.","confidence":"LOW","assumptions":["The pilot remains limited to one terminal and eight weeks.","Existing dock capacity and ordinary staffing cover the tested windows.","Evaluation can use contemporaneous controls, randomized eligible slots, or a credible matched comparison.","The band excludes material compensation for widespread carrier losses or substantial added off-peak labor."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Per-terminal recurring operation after authorization, including pricing administration, software support, data monitoring, audits, exception and credit handling, stakeholder review, safety and equity evaluation, and periodic rule recalibration.","confidence":"LOW","assumptions":["The intervention remains a software-and-operations program rather than a capacity expansion.","Existing scheduling and payment systems remain usable.","Recurring compliance, labor, and community-monitoring obligations are moderate.","The estimate does not assume a multi-terminal rollout or major night-shift expansion."]}},"research_burden":"HIGH","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"Simultaneous peak queues and usable off-peak dock slack define a recognizable operational problem, but the candidate explicitly states that its occurrence at any particular terminal is a hypothesis requiring load and service-capacity data."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The terminal operator is specifically identified as the potential authorizer, with dock schedulers as implementers, subject to required contracting, labor, safety, and governance confirmations."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that capped scarcity-adjusted prices with credits and exemptions will outperform flat-priced allocation by reducing peak queue time and increasing off-peak utilization among eligible flexible loads; both outcomes and a flat-price or randomized comparison are specified."},"bounded_next_evidence_step":{"status":"YES","reason":"A four-week shadow-pricing study at one terminal is non-charging, time-bounded, and can falsify the problem premise by testing whether excess peak demand coexists with usable off-peak slack after controlling for loading, inspection, labor, and service constraints."},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The candidate includes protected freight, price caps, exclusions, automatic expiry, and rollback triggers, but contractual, labor, safety, billing, and public-governance authority must still be confirmed before any live pilot."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The one-terminal shadow study and eight-week pilot provide bounded scope, but the sealed candidate contains no local evidence about data condition, platform integration, billing changes, staffing, compliance effort, or compensation needs; the supplied cost bands therefore depend on assumptions."}},"blocking_evidence":["Terminal-level evidence that delayed peak loads coexist with feasible off-peak appointments after controlling for docks, labor, inspections, service times, and late upstream arrivals.","Evidence that a material share of eligible loads can legally and operationally retime given contracts, driver-hour limits, perishability, production schedules, and consignee staffing.","Confirmation of the terminal operator's contractual, labor, safety, billing, and public-governance authority to impose capped appointment charges and administer credits and exemptions.","A credible comparison design that separates pricing effects from demand seasonality, service-capacity changes, cancellations, and induced demand.","Predefined safety, access, labor, carrier-size, traffic, noise, and displacement thresholds with data sufficient to trigger suspension.","Local implementation estimates for system integration, administration, staffing, evaluation, and recurring monitoring."],"next_evidence_step":"Run the authorized four-week, non-charging shadow-pricing study at one candidate terminal. Compare matched peak and off-peak windows and, where possible, eligible loads under simulated scarcity-adjusted terms versus the existing flat-price allocation and an administratively revised quota or priority rule. Stop the pathway if delayed loads lack concurrently usable off-peak slots, if queues are explained primarily by processing capacity, or if estimated retiming cannot exceed predefined safety, access, labor, and displacement constraints.","research_questions":["Do peak queues systematically coexist with off-peak dock capacity that is usable by the delayed loads?","After controlling for loading time, inspections, labor, dock availability, and upstream lateness, how much peak delay remains attributable to appointment allocation?","What fraction of eligible carriers and loads can retime without violating delivery contracts, driver-hour rules, perishability constraints, or consignee staffing requirements?","Would scarcity-adjusted pricing predict materially more retiming than revised slot quotas or priority classes?","How would charges, credits, and exemptions affect small carriers, inflexible operators, protected freight, and shipment priority?","Could off-peak shifts increase worker fatigue, unsafe night operations, neighborhood traffic, noise, or emissions?","What safeguards prevent strategic cancellation, slot resale, gaming, and induced demand?","Can benefits be measured as reduced delay and improved throughput without counting collected revenue or other transfers as social surplus?","What contractual, labor, safety, billing, and public-governance approvals are required?","What local system-integration, administration, staffing, monitoring, and evaluation resources would a bounded pilot require?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["The occurrence and prevalence of simultaneous peak excess demand and usable off-peak slack are not established.","Carrier and load schedule flexibility is hypothesized rather than observed.","The causal contribution of flat appointment pricing relative to physical processing constraints is unknown.","Incremental performance against administrative quotas or priority classes is untested.","Distributional, labor, safety, traffic, noise, and induced-demand effects are unresolved.","Terminal authority and partner willingness are conditional and unverified.","Local data quality, integration complexity, implementation cost, and recurring operating burden are unknown.","No market-size, realized-impact, adoption-prevalence, or novelty inference is supported by the sealed input."],"closed_book_prior_art_boundary":"Prior art is unsearched and unverified. This closed-book assessment makes no claim about novelty, prevalence, existing terminal appointment-pricing practices, market size, or realized effectiveness; external prior-art research is required before any distinctiveness or novelty claim."}