{"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%3Aw3-53-7062-dwa-documenting-information%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw3-53-7062-dwa-documenting-information%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Aw3-53-7062-dwa-documenting-information%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:w3-53-7062-dwa-documenting-information: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/w3-53-7062-dwa-documenting-information","stableHash":"wcc:53-7062:dwa-documenting-information:document:w3:v1"},"problem":{"slotStatement":"Shift supervisors reconstruct freight and stock movement records after the fact from WMS screenshots, paper BOLs, forklift telematics, and radio chatter, so audit responses and damage-claim rebuttals take days and frequently lose because the chain of custody between dock-in, putaway, and outbound loading cannot be traced to a named mover at a named timestamp."},"approach":{"oneSentence":"An AI service that ingests WMS events, BOL scans, yard-check forms, and telematics pings for each freight/stock move and emits a review-ready movement record with every field linked to its primary source so ops leaders can hand auditors and claims adjusters a traceable record instead of a reconstructed narrative."},"customer":{"icpShape":"US-based mid-market third-party logistics and warehousing operators (200-1,500 employees) running DOT-regulated freight and stock movement, where the buyer is the VP of Operations or Director of Compliance who signs the tooling PO and the daily user is the warehouse shift supervisor or dispatcher filing movement logs and BOL exceptions","beachheadShape":"EarlyMajorityWorkflow: 3PL and distribution warehouses facing FMCSA/OSHA audit cadence plus customer SLA chargeback disputes"},"archetype":"startup-archetypes.org.ai/AIService-MoneyOnDelivery","beachhead":"EarlyMajorityWorkflow: 3PL and distribution warehouses facing FMCSA/OSHA audit cadence plus customer SLA chargeback disputes","competitors":{"substitutes":[{"name":"Manual Excel movement logs maintained by shift supervisors","category":"status-quo"},{"name":"Manhattan Associates / Blue Yonder WMS native reporting modules","category":"incumbent"},{"name":"ChatGPT Enterprise used ad-hoc to summarize exception emails","category":"AI-native horizontal"},{"name":"Outsourced compliance documentation BPO (e.g., offshore audit-prep firms)","category":"human alternative"}]},"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":"Primary-source traceability per movement field (every cell links back to the WMS event, BOL image region, or telematics ping that produced it)","yAxis":"Depth of freight/warehouse workflow integration (BOL, yard check, putaway, pick confirm, outbound load as first-class objects — not generic documents)","winningQuadrant":"High source-traceability AND high freight-workflow depth: every movement record is defensible field-by-field in an FMCSA audit or chargeback dispute because it was assembled from the warehouse's own WMS/telematics primitives","loservilleEscape":true,"loservilleQuadrant":"Low traceability AND shallow workflow depth — occupied by ChatGPT Enterprise summarizing exception emails into plausible prose with no link back to the BOL scan or telematics ping, and by Excel logs that supervisors retype from memory at end-of-shift"}},"unmetRequirements":[],"pricingArchitecture":"usage-meter"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Aw3-53-7062-dwa-documenting-information%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Aw3-53-7062-dwa-documenting-information%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Aw3-53-7062-dwa-documenting-information%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/w3-53-7062-dwa-documenting-information","thesis":"https://api.sb/v1/theses/T-BU"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a0575a9c9aa20555","edgeLocation":"a0575a9c9aa20555","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw3-53-7062-dwa-documenting-information%3Av1/references"},"items":[]}}