{"api":{"name":"api.sb","description":"Business-as-Code surface for Startups.Studio","home":"https://api.sb","docs":"https://api.sb/docs","version":"1.0.0"},"$context":"https://api.sb/$context","$type":"FoundingHypothesis","$id":"https://api.sb/founding-hypotheses/fh%3Aw4-5241-buying-decision%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw4-5241-buying-decision%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Aw4-5241-buying-decision%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:w4-5241-buying-decision:v1","lens":"AIService","type":"founding-hypothesis","click":{"rubricScores":{"C8_lensFit":1,"C7_magicLensFit":1,"C4_competitorHonesty":1,"C6_crossSlotCoherence":1,"C1_customerSpecificity":1,"C2_problemFrictionRealism":1,"C9_killCriteriaAttestability":1,"C3_approachEngineCoverability":1,"C5_differentiationLoservilleEscape":1},"upperRightLoserville":true},"cellRef":{"id":"work-contexts.org.ai/w4-5241-buying-decision","stableHash":"wcc:w4:5241:buying-decision:v1"},"problem":{"slotStatement":"Carrier sourcing teams run 9–14 month vendor selections across policy admin, claims, and billing suites where RFP responses, demo notes, and reference calls get reconciled in sprawling scoring spreadsheets that auditors, reinsurers, and the board later challenge because no one can reproduce how a finalist actually beat the runners-up."},"approach":{"oneSentence":"An AI evaluation service that ingests carrier RFPs, vendor responses, and demo transcripts and produces a review-ready scorecard where every weighted criterion links back to the exact vendor-supplied source passage and the SME who validated it."},"customer":{"icpShape":"US P&C and Life insurance carriers ($500M–$5B direct written premium) in the core systems / digital transformation vendor-selection cycle, where the buyer is the VP of IT Sourcing or Chief Procurement Officer and the daily user is the Enterprise Architect running the RFP evaluation.","beachheadShape":"EarlyAdopterJTBD: mid-sized P&C carriers replacing policy admin or claims platforms under board-mandated modernization deadlines"},"archetype":"startup-archetypes.org.ai/AIService-MoneyOnDelivery","beachhead":"EarlyAdopterJTBD: mid-sized P&C carriers replacing policy admin or claims platforms under board-mandated modernization deadlines","competitors":{"substitutes":[{"name":"Gartner / Celent / Novarica advisory engagements","category":"incumbent"},{"name":"Big 4 insurance consulting RFP practices (Deloitte, EY)","category":"human alternative"},{"name":"RFPIO / Responsive / Loopio buyer-side modules","category":"adjacent vertical"},{"name":"ChatGPT Enterprise used ad-hoc on RFP PDFs","category":"AI-native horizontal"}]},"studioThesis":"T-BU","killThreshold":{"K":8,"M":30,"N":7,"rubricItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence","C7_magicLensFit","C8_lensFit","C9_killCriteriaAttestability"],"verdictPolicy":"all-load-bearing-pass-and-overall-ge-X","loadBearingItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence"],"verdictPolicyVerbatim":"KILL unless every load-bearing rubric item passes per workbook AND overall pass-rate ≥ 7/9 (CASCADE.md §4 Stage 9 commit threshold)."},"lifecycleState":"Active","differentiation":{"twoByTwo":{"xAxis":"Depth of insurance-core-systems domain model (named capabilities across PAS, claims, billing, reinsurance)","yAxis":"Traceability of scoring decisions back to primary vendor artifacts","winningQuadrant":"High insurance-core-systems depth + High primary-source traceability: every score cites the vendor's own RFP passage or demo timestamp, mapped to a carrier-specific capability taxonomy","loservilleEscape":true,"loservilleQuadrant":"Low domain depth + Low traceability: ChatGPT Enterprise summarizing RFP PDFs in a generic chat thread with no capability taxonomy and no audit trail linking scores to vendor-supplied evidence"}},"unmetRequirements":[],"pricingArchitecture":"usage-meter"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Aw4-5241-buying-decision%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Aw4-5241-buying-decision%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Aw4-5241-buying-decision%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/w4-5241-buying-decision","thesis":"https://api.sb/v1/theses/T-BU"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a0575aa9a9200555","edgeLocation":"a0575aa9a9200555","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw4-5241-buying-decision%3Av1/references"},"items":[]}}