{"schema_version":1,"research_id":"eoa_inverse_innovation_exp03_external48_20260801","source_assessment_id":"eoa_inverse_innovation_exp03_opportunity320_20260801","cell_id":"deadweight_loss_reduction__futurism_foresight","selection_stratum":"MIDDLE_BAND_AUDIT_Q2","search_queries":["site:oecd.org strategic foresight capacity demand resources government foresight teams report","site:gov.uk futures toolkit commissioning prioritisation foresight projects rolling","strategic foresight team capacity allocation requests queue annual planning research","strategic foresight agile sprint rolling portfolio triage practice","foresight \"on demand\" team requests prioritization strategic foresight","foresight \"rolling\" commissioning portfolio projects","foresight \"sprint\" government strategic foresight rapid response","site:gov.uk government foresight programme \"rolling series of projects\"","site:gov.uk Foresight programme criteria selecting projects emerging issues rolling","\"The State of Corporate Foresight\" 41% scheduled 39% continuous methodology sample","site:bls.gov employer costs employee compensation December 2025 benefits wages professional"],"sources":[{"source_id":"S1","title":"The State of Corporate Foresight: Global Study on the Application of Corporate Foresight","publisher":"Bavarian Foresight Institute, Technische Hochschule Ingolstadt and Nuremberg Institute for Market Decisions","url":"https://doi.org/10.13140/RG.2.2.29106.11204","source_class":"PRIMARY_RESEARCH","publication_date":"2025-08","accessed_at":"2026-08-02","claims_supported":["The report presents structured-interview survey results from 400 executives at Forbes Global 2000 firms, collected in late 2022.","Forty-one percent reported scheduled foresight deliverables, 39% continuous integration, and 20% ad-hoc or on-demand production.","Forty-two percent reported dedicated foresight units with allocated budgets and personnel, while 36% embedded foresight duties in existing units.","The study documents organizational forms and perceived value, but does not measure request queues, unused capacity, displacement, or the causal effect of allocation rules."]},{"source_id":"S2","title":"Building Anticipatory Capacity with Strategic Foresight in Government","publisher":"OECD Publishing","url":"https://www.oecd.org/content/dam/oecd/en/publications/reports/2025/05/building-anticipatory-capacity-with-strategic-foresight-in-government_ed581d05/d7eb0bb6-en.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2025-05","accessed_at":"2026-08-02","claims_supported":["The OECD describes a strategic-foresight-on-demand model centered on three to four dedicated part- or full-time staff, an expert coordinator, quarterly community meetings, and topic working groups meeting on demand.","The report states that some small public systems have low foresight capacity mainly because appropriately skilled human resources are lacking.","The framework assigns importance to an authorizing environment, leadership support, pilots, iteration, and locally adapted institutional design.","It does not prescribe a percentage capacity reserve, release rule, appeal process, or comparative evaluation of queue delay."]},{"source_id":"S3","title":"Foresight projects","publisher":"UK Government Office for Science","url":"https://www.gov.uk/government/collections/foresight-projects","source_class":"OFFICIAL_ORGANIZATION_DATA","publication_date":"2013-10-31","accessed_at":"2026-08-02","claims_supported":["The Government Office for Science maintains an active foresight-project portfolio with more than 30 published reports.","New project topics are decided by the Government Chief Scientific Adviser using customer, value-add, long-term relevance, timing, and impact criteria.","The team currently conducts an annual pipeline process involving government networks and external experts.","This identifies a real authorizer and selection process, but publishes no queue, idle-capacity, rejection, or urgency-gaming statistics."]},{"source_id":"S4","title":"Investigating the Oceans: Government Response to the Science and Technology Committee's Tenth Report of Session 2006–07","publisher":"UK House of Commons Innovation, Universities, Science and Skills Committee","url":"https://publications.parliament.uk/pa/cm200708/cmselect/cmdius/506/506.pdf","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2008-05-15","accessed_at":"2026-08-02","claims_supported":["The UK Foresight Programme moved in 2002 from standing panels to a flexible project-based, fluid rolling programme intended to focus resources where they added most value and pick up new issues quickly.","The government response also reports that resource limits prevented maintaining a parallel follow-up strand for numerous earlier reports.","This is direct foresight-domain prior art for rolling project selection under constrained resources."]},{"source_id":"S5","title":"The Futures Toolkit","publisher":"UK Government Office for Science","url":"https://www.gov.uk/government/publications/futures-toolkit-for-policy-makers-and-analysts/the-futures-toolkit-html","source_class":"OFFICIAL_GUIDANCE","publication_date":"2024-08-29","accessed_at":"2026-08-02","claims_supported":["The toolkit is guidance for people commissioning futures projects.","Futures pathways range from one-day rapid policy testing to several-week or several-month processes, with preparation and reporting time in addition to workshops.","The toolkit states that diverse perspectives strengthen results and recommends considering affected groups, external experts, time, budget, facilitation, and participation.","These requirements imply that capacity is heterogeneous and cannot safely be treated as interchangeable slots."]},{"source_id":"S6","title":"Employer Costs for Employee Compensation—December 2025","publisher":"U.S. Bureau of Labor Statistics","url":"https://www.bls.gov/news.release/archives/ecec_03202026.htm","source_class":"GOVERNMENT_OR_REGULATOR","publication_date":"2026-03-20","accessed_at":"2026-08-02","claims_supported":["Average December 2025 total employer compensation was $48.78 per civilian-worker hour and $65.68 per state-and-local-government hour.","For management, business, and financial occupations, average total employer compensation was $87.21 per hour.","These are labor-cost anchors rather than direct prices for foresight audits or pilots."]},{"source_id":"S7","title":"Strategic Foresight for the COVID-19 Crisis and Beyond: Using Futures Thinking to Design Better Public Policies","publisher":"OECD","url":"https://www.oecd.org/content/dam/oecd/en/publications/reports/2020/06/strategic-foresight-for-the-covid-19-crisis-and-beyond-using-futures-thinking-to-design-better-public-policies_ceb5e150/c3448fa5-en.pdf","source_class":"OFFICIAL_GUIDANCE","publication_date":"2020-06","accessed_at":"2026-08-02","claims_supported":["The OECD describes targeted foresight interventions ranging from short sprint workshop series to longer horizon-scanning and scenario exercises.","It recommends integrating foresight into ongoing policymaking structures and engaging a wide range of participants and perspectives.","Rapid foresight delivery is therefore established, but this source does not address rolling capacity reserves or their effects."]}],"problem_evidence":{"support":"WEAK","rationale":"The evidence verifies that fixed or scheduled production is common in a large-company sample, that foresight functions use bounded dedicated personnel, and that actual programs must select among projects. It does not verify the candidate's crucial causal wedge: no located source measures urgent requests waiting while lower-current-value assignments persist, booked capacity remains releasably idle, or fixed rules rather than scarce expertise and necessary deliberation cause delay. The long-running UK rolling program also shows that adaptive project selection is already feasible in at least one major foresight function.","source_ids":["S1","S2","S3","S4","S5"]},"stakeholder_evidence":{"support":"MODERATE","rationale":"There is demonstrated institutional demand for foresight: corporations maintain dedicated units, the OECD documents growing demand and on-demand institutional models, and the UK operates a continuing project pipeline with identifiable government customers. However, no source shows stakeholder requests for a 20% reserve, appeals, or willingness to accept displacement under the proposed protocol.","source_ids":["S1","S2","S3"]},"prior_art":{"proximity":"SUBSTANTIAL_COLLISION","closest_analogues":[{"name":"UK Government Foresight Programme rolling project portfolio","similarity":"Since 2002, the program has used a flexible, fluid rolling series of projects to focus constrained foresight resources where they add value and respond more quickly to new issues. Its current process uses explicit customer, value-add, timing, long-term, and impact criteria with a named senior decision authority.","remaining_difference":"The located descriptions do not precommit 20% of one team's capacity, specify automatic release of unused slots, provide requester appeals and protected-work rules, or evaluate delay, idle capacity, displacement, equity, gaming, quality, and workload against a fixed-cycle baseline.","source_ids":["S3","S4"]},{"name":"OECD strategic foresight on demand institutional model","similarity":"A small central foresight team supports departments, produces cross-government work, coordinates practitioners, and convenes topic groups on demand.","remaining_difference":"It is an institutional model rather than a tested reserve-and-release allocation protocol; no fixed reserve percentage, transparent request scorecard, appeal mechanism, counterfactual comparison, or displacement threshold is specified.","source_ids":["S2"]},{"name":"OECD targeted foresight sprints","similarity":"Short, targeted foresight interventions can be mobilized for key priorities instead of requiring every question to enter a long exercise.","remaining_difference":"Sprints change delivery format and duration, not the portfolio rule determining which pending question obtains scarce staff capacity or which existing assignment is released.","source_ids":["S7"]}],"distinctive_claim_remaining":"Within a foresight team that currently allocates work in fixed cycles, a predeclared 20% rolling reserve combined with release rules, transparent multi-criterion triage, protected-work exclusions, appeals, workload caps, and prospective harm monitoring will reduce eligible-request delay or recover usable capacity without unacceptable displacement, quality, participation, confidentiality, equity, or gaming effects. The percentage and the package's effectiveness remain unverified.","confidence":"HIGH"},"implementation_evidence":{"support":"MODERATE","rationale":"Existing government programs demonstrate rolling portfolios, explicit selection criteria, named decision authorities, on-demand central teams, and short foresight sprints. Official guidance also supplies plausible activity and participation requirements. Thus the workflow is technically implementable with ordinary records and workflow tools, but heterogeneous expertise, multi-week methods, confidentiality, participation, and rescheduling make capacity non-fungible; no evidence verifies that one team's records are complete enough for reliable counterfactual reconstruction.","source_ids":["S2","S3","S4","S5","S7"]},"scores":{"meaningful_impact":{"score":3,"rationale":"Earlier access could matter because foresight is used for consequential policy and strategy questions, but neither the allocation wedge nor downstream decision improvement has been measured.","source_ids":["S1","S2","S3"]},"stakeholder_pull":{"score":2,"rationale":"Organizations demonstrably fund and request foresight, but specific demand for the proposed reserve, appeals, and displacement rules was not found.","source_ids":["S1","S2","S3"]},"incremental_advantage":{"score":2,"rationale":"The package might outperform an annual pipeline where releasable capacity exists, but rolling project portfolios, on-demand support, explicit criteria, and rapid sprints already cover much of the claimed administrative advantage.","source_ids":["S2","S3","S4","S7"]},"distinctiveness_plausibility":{"score":2,"rationale":"The exact 20% reserve plus safeguards and evaluation was not located, but its core rolling-selection mechanism substantially collides with documented foresight practice; the remaining difference is a narrow, testable protocol bundle rather than a new general approach.","source_ids":["S2","S3","S4"]},"technical_implementability":{"score":4,"rationale":"The mechanism mainly requires intake records, capacity accounting, governance rules, workflow configuration, and evaluation rather than novel technology. Method heterogeneity and participation requirements are manageable but material constraints.","source_ids":["S2","S3","S5","S7"]},"adoption_authority_feasibility":{"score":4,"rationale":"Actual foresight programs place selection with a central team and senior scientific or governance authority, supporting the proposed authority model. Joint approval and authority to displace work remain organization-specific.","source_ids":["S2","S3","S4"]},"evidence_readiness":{"score":4,"rationale":"A retrospective, non-live audit can distinguish rule-attributable delay from expertise scarcity, required deliberation, and necessary slack using existing request, staffing, workshop, and project records. Record completeness is unverified.","source_ids":["S3","S5","S6"]},"safety_net_benefit":{"score":2,"rationale":"Efficiency gains could help overlooked requesters, but no evidence demonstrates distributional benefit. Official guidance emphasizes diverse and affected-party participation, which urgency-based reallocation could erode unless protected.","source_ids":["S5"]},"scalability":{"score":3,"rationale":"Rolling portfolios and on-demand foresight models have operated at government scale, but reserve size, authority, expertise, confidentiality, protected work, and participation rules require local adaptation.","source_ids":["S2","S3","S4","S5"]}},"score_confidence":"MODERATE","costs":{"first_evidence":{"band_2026_usd":"10K_TO_50K","scope":"A deidentified retrospective audit of one team and one completed 12-month cycle: data extraction and cleaning, request and staff-capacity reconstruction, interviews, confidentiality/privacy review, classification of protected work and necessary slack, matched or counterfactual comparison, analysis, independent quality review, software, ordinary equipment, coordination, and reporting.","confidence":"MODERATE","assumptions":["Approximately 200–500 hours of management, analyst, data, interview, governance, and review labor are required.","Existing request, time, booking, and project records can be exported without building a new system.","Labor is valued near broad 2026 employer-compensation anchors; specialized external evaluation could raise the total within the band.","No participant travel, new research equipment, or extensive legal remediation is required."],"source_ids":["S3","S5","S6"]},"initial_deployment_startup":{"band_2026_usd":"10K_TO_50K","scope":"Design only, before any live reallocation: eligibility and scoring rules, protected-work taxonomy, reserve-release logic, appeals, privacy and confidentiality controls, workload and harm thresholds, pre-analysis plan, governance and labor coordination, training materials, workflow configuration, software testing, equipment checks, and independent methodological review.","confidence":"LOW","assumptions":["An existing ticketing, spreadsheet, or portfolio tool can be configured rather than replaced.","One team and its governance bodies participate, with no procurement of new foresight capacity.","Design requires several hundred cross-functional staff hours but no major data-platform build.","The 20% figure remains a design hypothesis and would be changed or rejected if the audit does not support it."],"source_ids":["S2","S3","S5","S6"]},"operational_launch":{"band_2026_usd":"50K_TO_250K","scope":"Resource-equivalent cost for a one-team, one-quarter controlled or shadow-mode pilot: reserved analyst and facilitator time, rolling intake and triage, appeals, rescheduling, requester and participant coordination, confidentiality and participation safeguards, workflow software, ordinary equipment, data capture, workload accounting, independent quality review, and comparative evaluation.","confidence":"LOW","assumptions":["The band includes the opportunity cost of up to 20% of existing foresight capacity, even if no new cash is spent.","A live pilot would occur only after the retrospective audit and separate authorization; shadow mode is preferred initially.","Foresight tasks may require days to months and diverse participants, so facilitation and coordination are material costs.","No new headcount, major software platform, extensive travel, or large public-engagement exercise is included."],"source_ids":["S2","S5","S6","S7"]},"annual_recurring":{"band_2026_usd":"50K_TO_250K","scope":"One established foresight function's annual incremental administration and assurance: rolling intake, periodic triage, capacity and release tracking, appeals, rescheduling, stakeholder coordination, privacy and confidentiality handling, protected-participation checks, software and equipment upkeep, workload and gaming monitoring, periodic independent evaluation, and reporting. The value of reallocated foresight production itself is excluded to avoid double counting existing baseline capacity.","confidence":"LOW","assumptions":["Roughly 0.25–1.0 combined FTE-equivalent of portfolio administration, governance, data, and evaluation effort is incremental to baseline.","Existing foresight staff and workflow systems remain in place.","No material analyst-capacity expansion, large commissioned study, or enterprise software procurement is required.","Local compensation, compliance, public-engagement, and travel requirements could move costs within or above the band."],"source_ids":["S2","S3","S5","S6"]}},"verified_pipeline_gates":{"externally_supported_problem":{"status":"UNCERTAIN","reason":"Scheduled foresight, bounded teams, selection processes, and resource constraints are externally supported, but no located evidence establishes material queues or idle/misallocated capacity caused by assignment rules rather than scarce expertise, required deliberation, or necessary slack.","source_ids":["S1","S2","S3","S4","S5"]},"externally_credible_adopter_or_authorizer":{"status":"YES","reason":"The UK Government Office for Science documents a central foresight team, government customers, explicit selection criteria, and final topic authority vested in the Government Chief Scientific Adviser; the OECD likewise emphasizes central coordination and an authorizing environment.","source_ids":["S2","S3"]},"distinct_testable_incremental_claim":{"status":"YES","reason":"Despite close prior art, the reserve-and-safeguard bundle yields a distinct comparison: eligible-request delay and usable capacity under a predeclared reserve versus the team's fixed-cycle baseline, jointly tested against displacement, quality, participation, confidentiality, workload, equity, and gaming harms.","source_ids":["S2","S3","S4","S5"]},"bounded_next_evidence_step":{"status":"YES","reason":"A deidentified audit of one team and one completed cycle requires no live reallocation and can falsify the hypothesized allocation wedge before intervention design proceeds.","source_ids":["S3","S5"]},"no_unresolved_safety_or_authority_stop":{"status":"UNCERTAIN","reason":"The proposed exclusions and rollback are sensible, and official guidance supports diverse participation and senior authorization, but no actual team, records custodian, safeguard body, labor authority, confidentiality owner, or displacement threshold has consented to the audit or any subsequent pilot.","source_ids":["S2","S3","S5"]},"credible_cost_scope_and_range":{"status":"YES","reason":"The scope is bounded to one team, official guidance establishes that foresight work spans workshops through multi-month processes, and government compensation data provide a transparent labor anchor. The bands remain assumption-sensitive but include labor, data, compliance, coordination, software, equipment, and evaluation.","source_ids":["S2","S5","S6"]}},"next_evidence_step":"With records-owner, privacy, and workforce approval, conduct a deidentified retrospective audit of exactly one foresight team's most recent completed 12-month cycle; do not reallocate live work. Pre-register eligibility and protected-work criteria, reconstruct request dates, decisions, staff and facilitator availability, booked-but-unused time, expertise constraints, required participation, priority changes, and surprise-work slack. Compare actual eligible-request delay with a blinded counterfactual schedule that applies the proposed release and reserve rules under the same workload cap, and separately compare periods with independently verified releasable capacity against matched fully utilized periods. Falsify the problem if no meaningful set of eligible requests could have advanced without displacing protected or higher-priority work, violating method or participation requirements, or consuming necessary slack; falsify the proposed protocol if the simulated 20% reserve adds no delay or usable-capacity advantage over simpler rolling review without a fixed reserve.","blocking_evidence":["No team-level estimate of how often delayed or rejected eligible requests coincide with independently verified releasable capacity.","No evidence that fixed assignment rules, rather than fully used scarce expertise, required inclusive deliberation, data limitations, or necessary surprise-work slack, are the dominant cause of delay.","No evidence that qualified urgent demand is sufficiently frequent to justify reserving 20% rather than conducting ordinary rolling review or expanding capacity.","No validated measures or agreed thresholds for foresight quality, protected participation, displacement, confidentiality, workload, equity, or urgency gaming.","No confirmation that historical request, staffing, booking, cancellation, and priority-change records are sufficiently complete for counterfactual scheduling.","No named organization has confirmed records access or joint authority among the portfolio owner, governance sponsor, safeguard body, privacy owner, and affected workforce representatives.","No comparative evidence that a fixed 20% reserve outperforms the already-established alternatives of a rolling project portfolio, on-demand support, rapid sprints, or a simpler periodic reprioritization process."],"research_disposition":"PROBLEM_PREVALENCE_STUDY","world_novelty_boundary":"This bounded English-language search covered official government and OECD foresight guidance and program records, a large corporate-foresight survey, historical rolling-program documentation, and general implementation and labor-cost evidence. It found substantial foresight-domain prior art for rolling portfolios, explicit project criteria, on-demand central teams, and rapid sprints. It did not locate the exact 20% reserve plus release, appeal, protection, monitoring, and comparative-evaluation bundle. That absence is not a patent search, exhaustive literature review, confidential-practice review, or world-novelty claim."}