{"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__futurism_foresight","archetype_slug":"deadweight_loss_reduction","domain_slug":"futurism_foresight","title":"Bounded Rolling Reallocation of Foresight Capacity","opportunity_summary":"Test whether a transparent 20% rolling reserve can reduce avoidable delays and unused capacity in a constrained foresight function without increasing workload or weakening quality, participation, confidentiality, or protected priorities. The opportunity depends on first confirming that fixed allocation rules, rather than genuine scarcity or necessary slack, materially cause the observed queue.","adopter_authorizer":"The foresight portfolio owner, jointly with the governance sponsor authorized to reprioritize commissioned work and the body responsible for participation and methodological safeguards.","scores":{"meaningful_impact":{"score":3,"rationale":"Earlier structured foresight could improve time-sensitive decisions and reduce duplicative unofficial analysis, but the prevalence, magnitude, and downstream decision value are explicitly hypotheses."},"stakeholder_pull":{"score":2,"rationale":"The candidate describes plausible requester frustration and workarounds but provides no observed demand, complaints, sponsor commitment, or willingness by project owners to accept displacement."},"incremental_advantage":{"score":3,"rationale":"A rolling reserve could outperform fixed-cycle allocation without adding headcount when an allocation wedge exists, but the packet does not establish that allocation rather than scarce expertise, deliberation, or necessary slack is binding."},"distinctiveness_plausibility":{"score":2,"rationale":"The transparent reserve, appeals, monitoring, and rollback form a coherent package, but rolling triage is an intuitive administrative mechanism and prior art is explicitly unsearched."},"technical_implementability":{"score":4,"rationale":"The intervention primarily requires portfolio data, published triage rules, governance procedures, monitoring, and rescheduling rather than new technical infrastructure; contested scoring and confidentiality remain implementation challenges."},"adoption_authority_feasibility":{"score":4,"rationale":"The packet identifies the portfolio owner, governance sponsor, and safeguard body with relevant authority, although coordinated approval and acceptance by displaced project owners are not demonstrated."},"evidence_readiness":{"score":4,"rationale":"A prior-cycle audit can test the allocation wedge without live reallocation, and the candidate specifies delay, usable capacity, displacement, quality, diversity, workload, and gaming outcomes with separate problem and intervention falsifiers."},"safety_net_benefit":{"score":2,"rationale":"The primary benefit is internal allocation efficiency rather than a demonstrated benefit to disadvantaged constituencies; marginalized and long-horizon perspectives could instead lose access, despite proposed protections."},"scalability":{"score":3,"rationale":"A reserve-and-triage process could be reproduced across foresight teams, but eligibility, protected work, authority, confidentiality, quality measures, and participation rules would require substantial local adaptation."}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"Audit one prior planning cycle, reconstruct request and capacity flows, classify delays and unused slots, interview key actors, and compare allocation-rule explanations with scarcity, deliberation, and necessary-slack explanations.","confidence":"LOW","assumptions":["One team's records are accessible and sufficiently complete.","The audit uses internal analysts or evaluators rather than procuring a large external study.","No new sensitive-data system or extensive legal review is required."]},"initial_deployment_startup":{"band_2026_usd":"10K_TO_50K","scope":"Design the 20% reserve protocol, eligibility and scoring rules, protected-work exclusions, appeals, confidentiality controls, thresholds, training, baseline measures, and governance approvals for one team.","confidence":"LOW","assumptions":["Existing workflow tools can support the pilot.","Governance and safeguard bodies can participate within ordinary organizational processes.","The pilot does not require additional analyst or facilitator capacity."]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Operate and evaluate a one-team, one-quarter pilot, including triage, appeals, rescheduling, monitoring, participant coordination, quality review, workload accounting, and independent outcome assessment.","confidence":"LOW","assumptions":["Existing foresight capacity is reallocated rather than expanded.","Resource-equivalent cost includes staff time diverted to administration and evaluation.","The team handles a sufficient request volume for a decision-relevant comparison."]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"Run rolling intake and triage for one established foresight function, administer appeals and rescheduling, maintain confidentiality and participation safeguards, and conduct periodic quality, equity, displacement, workload, and gaming reviews.","confidence":"LOW","assumptions":["The mechanism remains limited to one foresight function.","No material headcount expansion or custom software platform is required.","Monitoring remains more intensive than the fixed-cycle baseline."]}},"research_burden":"MODERATE","earliest_credible_horizon":"3_TO_12_MONTHS","pipeline_gates":{"recognizable_externally_supportable_problem":{"status":"UNCERTAIN","reason":"The packet makes the allocation failure recognizable and observable but explicitly labels its prevalence, manifestations, and magnitude as hypotheses; a prior-cycle audit is needed to establish that it occurs materially."},"identifiable_adopter_or_authorizer":{"status":"YES","reason":"The foresight portfolio owner, reprioritization governance sponsor, and participation and methodological safeguard body are explicitly identified."},"distinct_testable_incremental_claim":{"status":"YES","reason":"The candidate claims that a bounded 20% rolling reserve will reduce eligible-request delay or recover usable capacity relative to fixed-cycle allocation without unacceptable displacement, quality, equity, gaming, or workload harms."},"bounded_next_evidence_step":{"status":"YES","reason":"A retrospective audit of one team and one prior planning cycle is bounded, non-live, decision-relevant, and can test the stated problem falsifier before any reallocation."},"no_unresolved_safety_or_authority_stop":{"status":"YES","reason":"Protected and legally required work, workload caps, substantive review, participation, confidentiality, appeals, halt thresholds, rollback, and a one-quarter sunset are specified, with joint authority assigned to the relevant bodies."},"implementation_cost_scope_and_range":{"status":"UNCERTAIN","reason":"The one-team, one-quarter scope is defined, but record quality, request volume, governance effort, evaluation design, staff rates, and workflow-system needs are not supplied, so only low-confidence broad bands are supportable."}},"blocking_evidence":["Whether one prior cycle contains material idle, unreleased, or lower-current-value capacity attributable to assignment rules.","Whether delays and rejections are instead predominantly caused by fully utilized scarce expertise, required inclusive deliberation, data constraints, or necessary surprise-work slack.","Whether eligible urgent requests exist at sufficient volume and can be prioritized without suppressing long-horizon, marginalized, protected, or legally required work.","Whether delay, quality, diversity, displacement, workload, confidentiality, and urgency gaming can be measured credibly with available records.","Whether the portfolio owner, governance sponsor, and safeguard body will jointly authorize and enforce the protocol."],"next_evidence_step":"Conduct a retrospective audit of one team's immediately preceding planning cycle. Compare request delays, rejections, persistent legacy assignments, and unused booked capacity under the fixed-cycle baseline with documented releasable capacity, expertise utilization, required deliberation, and surprise-work slack. Do not proceed to live reallocation if delays are predominantly explained by genuine scarcity, required deliberation, necessary slack, or insufficient qualified demand rather than assignment rules.","research_questions":["What share of delayed or rejected eligible requests coincided with genuinely releasable capacity rather than scarce expertise, required deliberation, or necessary slack?","How often did legacy assignments retain capacity after priorities changed, and who had authority to release or reschedule them?","What minimum request volume and verified allocation wedge would justify a 20% reserve rather than capacity expansion or no change?","Which work must be protected, and how will urgency, consequence, quality, diversity, and participation be scored without sponsor capture?","What baseline and failure thresholds should govern delay improvement, displacement, quality, equity, gaming, confidentiality, and analyst workload?","Can a retrospective matched or time-based comparison distinguish the reserve's effect from changes in demand mix and staffing?","What administrative burden and opportunity cost would triage, appeals, rescheduling, monitoring, and evaluation impose?","Are existing rolling portfolio-triage or adaptive foresight-commissioning practices materially similar to the proposed package?"],"recommendation":"VALIDATE_PROBLEM_FIRST","uncertainty_constraints":["Closed-book assessment with no external validation of prevalence, demand, realized impact, prior art, or market size.","All proposed cost bands are resource-equivalent ranges based on a one-team scope and lack local staffing, data, compliance, and workflow details.","Foresight value is plural, delayed, and politically contested, limiting reliance on speed or requester urgency as proxies for benefit.","The proposed 20% reserve and all success, displacement, gaming, and halt thresholds are unevidenced design hypotheses.","A successful administrative pilot would not by itself establish improved downstream decisions or generalizability across organizations."],"closed_book_prior_art_boundary":"Prior art is explicitly unsearched. This assessment makes no claim that rolling reserves, adaptive commissioning, portfolio triage, appeals, or safeguard monitoring are novel, uncommon, or superior to existing practice; targeted external research is required before asserting distinctiveness."}