{"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%3Aw3-35-9011-dwa-documenting-information%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw3-35-9011-dwa-documenting-information%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Aw3-35-9011-dwa-documenting-information%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:w3-35-9011-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/w3-35-9011-dwa-documenting-information","stableHash":"wcc:35-9011:dwa-documenting-information:document:w3:v1"},"problem":{"slotStatement":"Dining room supervisors lose 6-10 hours per week transcribing attendant shift logs, temperature checks, spill/incident notes, and cleaning rotation sign-offs from paper clipboards and Notes-app photos into the site's HACCP binder and payroll system, and auditors routinely reject the reconstructed records because timestamps, initials, and corrective-action notes don't line up across sources."},"approach":{"oneSentence":"An AI service that ingests attendant shift photos, POS/time-clock exports, and supervisor voice memos and emits a review-ready daily operations log with per-entry source citations back to the original photo, clock punch, or audio timestamp an inspector can open."},"customer":{"icpShape":"Regional contract foodservice operators (Aramark/Compass/Sodexo franchisees and independents, 200-2000 attendants across K-12, higher-ed, and senior-living cafeterias) where the buyer is the VP of Operations or Director of Food Safety & Compliance and the daily user is the Dining Room Supervisor or Cafeteria Lead Attendant","beachheadShape":"EarlyMajorityWorkflow: mid-size contract dining operators in senior-living and higher-ed accounts facing ServSafe/Joint Commission audits and union grievance documentation requirements"},"archetype":"startup-archetypes.org.ai/AIService-MoneyOnDelivery","beachhead":"EarlyMajorityWorkflow: mid-size contract dining operators in senior-living and higher-ed accounts facing ServSafe/Joint Commission audits and union grievance documentation requirements","competitors":{"substitutes":[{"name":"Paper HACCP logbooks + Excel rollups maintained by the supervisor","category":"status-quo"},{"name":"Jolt / FoodDocs digital checklist apps","category":"incumbent"},{"name":"ChatGPT / Claude used ad-hoc by the supervisor to rewrite shift notes","category":"AI-native horizontal"},{"name":"Outsourced compliance clerk at the regional office re-keying paper logs","category":"human alternative"}]},"studioThesis":"T-LOW","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 of each log entry (every claim links back to a specific photo, punch, or audio clip)","yAxis":"Depth of fit to attendant-specific workflow artifacts (temp logs, allergen cross-contact notes, tray-return incident reports, union break attestations)","winningQuadrant":"High traceability + High attendant-workflow depth: every line in the daily ops log is click-through to the originating clipboard photo or time-clock event AND the schema matches exactly what ServSafe/Joint Commission auditors and union stewards ask for","loservilleEscape":true,"loservilleQuadrant":"Low traceability + Low workflow depth: ChatGPT-rewritten shift summaries with no source links and generic 'shift went well' prose that auditors reject and stewards can't use in grievance defense — the exact failure mode supervisors currently produce when they paste Notes-app photos into ChatGPT"}},"unmetRequirements":[],"pricingArchitecture":"usage-meter"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Aw3-35-9011-dwa-documenting-information%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Aw3-35-9011-dwa-documenting-information%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Aw3-35-9011-dwa-documenting-information%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/w3-35-9011-dwa-documenting-information","thesis":"https://api.sb/v1/theses/T-LOW"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a0575a876dd10555","edgeLocation":"a0575a876dd10555","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Aw3-35-9011-dwa-documenting-information%3Av1/references"},"items":[]}}