{"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%3Aw4-6212-vendor-reconciliation%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw4-6212-vendor-reconciliation%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Aw4-6212-vendor-reconciliation%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:w4-6212-vendor-reconciliation: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/w4-6212-vendor-reconciliation","stableHash":"wcc:w4:6212:vendor-reconciliation:v1"},"problem":{"slotStatement":"AP specialists at multi-office dental groups manually tie line items on supplier invoices (Schein, Patterson, Benco, local labs) to POs and packing slips across per-office email inboxes and paper, catching price creep, duplicate lab fees, and mis-shipped SKUs only after month-end — if at all."},"approach":{"oneSentence":"An AI reconciliation service that ingests vendor invoices, POs, and delivery receipts per dental office and returns a review-ready, line-item variance packet with every flagged discrepancy linked back to the source PDF page and packing slip for controller sign-off."},"customer":{"icpShape":"Multi-location dental service organizations (DSOs) operating 8–40 offices in the US, where the buyer is the DSO Controller or VP of Finance and the daily user is the AP Specialist reconciling supply and lab invoices","beachheadShape":"EarlyAdopterJTBD: DSO finance teams closing monthly books who are drowning in Henry Schein, Patterson, Benco, and dental lab invoices that never match PO or delivery receipts"},"archetype":"startup-archetypes.org.ai/AIService-MoneyOnDelivery","beachhead":"EarlyAdopterJTBD: DSO finance teams closing monthly books who are drowning in Henry Schein, Patterson, Benco, and dental lab invoices that never match PO or delivery receipts","competitors":{"substitutes":[{"name":"Manual reconciliation in Excel by the AP specialist","category":"status-quo"},{"name":"Method Procurement / dental-specific purchasing platforms","category":"adjacent vertical"},{"name":"Stampli / Bill.com AP automation","category":"incumbent"},{"name":"ChatGPT / generic LLM copilots used ad-hoc by finance staff","category":"AI-native horizontal"}]},"studioThesis":"T-AIS-PREM","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":"Dental-vendor catalog depth (SKU-level mapping to Schein/Patterson/Benco/lab price lists and contract tiers)","yAxis":"Evidence traceability of each flagged variance (every exception linked to source invoice page + packing slip + PO line)","winningQuadrant":"Deep dental-vendor catalog mapping AND per-line source-document traceability — controller can defend every price-variance claim back to a vendor rep in minutes","loservilleEscape":true,"loservilleQuadrant":"Generic LLM chat (ChatGPT) pasted with invoice text: no dental SKU catalog, no packing-slip linkage, answers cannot be handed to a controller or shown to a Schein rep as audit evidence"}},"unmetRequirements":[],"pricingArchitecture":"usage-meter"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Aw4-6212-vendor-reconciliation%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Aw4-6212-vendor-reconciliation%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Aw4-6212-vendor-reconciliation%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/w4-6212-vendor-reconciliation","thesis":"https://api.sb/v1/theses/T-AIS-PREM"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a0575a5d3d4b0555","edgeLocation":"a0575a5d3d4b0555","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw4-6212-vendor-reconciliation%3Av1/references"},"items":[]}}