{"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","$type":"WorkContextCell","$id":"https://api.sb/cells/work-contexts.org.ai/w4-3391-inventory-audit","links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/w4-3391-inventory-audit","canonical":"https://api.sb/cells/work-contexts.org.ai/w4-3391-inventory-audit","pool":"https://api.sb/v1/cells"},"workContextCell":{"$schema_version":"ONTOLOGY.md §3 L1 (commit ONTOLOGY.md@HEAD)","type":"WorkContextCell","id":"work-contexts.org.ai/w4-3391-inventory-audit","title":"Medical Equipment Manufacturing — Inventory Audit and Cycle Count","maturity":"cell-accepted","gateStatus":{"sourceProvenance":"pass","relationshipCompleteness":"pass","cellAcceptance":"pass","enrichmentReadiness":"pass","privateHandoff":"pending"},"stableHash":"wcc:w4:3391:inventory-audit:v1","identityComposition":{"rule":"ONTOLOGY.md §4 Actor + Work + Industry","components":["actor = occupations.org.ai/inventory-clerk","work = processes.org.ai/w4-3391-inventory-audit","industry = industries.org.ai/medical-equipment-manufacturing"],"specificityAxesUsed":3,"specificityBudget":"ONTOLOGY.md §6.4: 2-4 meaningful axes; W4 uses 3 (actor+work+industry)."},"actor":{"ref":"occupations.org.ai/inventory-clerk","type":"Occupation","label":"Inventory Clerk","onetSocCode":"43-5081.00","industryRequired":true,"note":"W4 GPC/UNSPSC × Industry anchor; industry context is load-bearing for this work cell."},"work":{"ref":"processes.org.ai/w4-3391-inventory-audit","type":"Process","label":"Medical Equipment Manufacturing Inventory Count Reconciliation and Variance Report","decomposesTo":["processsteps.org.ai/w4-3391-inventory-audit-step-1","processsteps.org.ai/w4-3391-inventory-audit-step-2","processsteps.org.ai/w4-3391-inventory-audit-step-3"],"anchorAPQC":"APQC PCF 4.0 — Inventory Audit and Cycle Count","note":"synthetic-anchor — GPC/UNSPSC + Industry-derived; W4 follow-up"},"minimumContext":[{"entity":{"ref":"industries.org.ai/medical-equipment-manufacturing","type":"Industry"},"role":"IndustryContext","kind":"present","reasonThisChangesWork":"The Medical Equipment Manufacturing industry (NAICS 3391) sets the regulatory environment, GPC 42000000 Medical Equipment, and UNSPSC 42000000 Medical devices classification that governs what counts as a valid Inventory Audit and Cycle Count outcome.","rationale":"Industry-anchored cell: sector context is a first-class constraint, not background."},{"entity":{"ref":"artifacts.org.ai/w4-3391-inventory-count-sheet","type":"Document/Artifact","format":"PDF/Excel"},"role":"PrimaryArtifact","kind":"present","reasonThisChangesWork":"The Inventory Audit and Cycle Count artifact is the primary work surface; its GPC/UNSPSC classification (GPC 42000000 Medical Equipment) and format determine the processing steps and quality gates.","rationale":"Artifact type directly determines work complexity profile."},{"entity":{"ref":null,"type":"CatalogClassification","format":"GPC/UNSPSC"},"role":"ClassificationScheme","kind":"present","reasonThisChangesWork":"GPC 42000000 Medical Equipment and UNSPSC 42000000 Medical devices govern how products and services are categorized, affecting matching logic, compliance checks, and reporting.","rationale":"GPC/UNSPSC classification is the W4-specific grounding axis."}],"derivedFrom":[{"ref":"occupations.org.ai/inventory-clerk","type":"Occupation"},{"ref":"processes.org.ai/w4-3391-inventory-audit","type":"Process"},{"ref":"industries.org.ai/medical-equipment-manufacturing","type":"Industry"}],"distinctivenessReason":"Inventory Clerks in the Medical Equipment Manufacturing sector face Cycle-count reconciliation workflows grounded in GPC 42000000 Medical Equipment and UNSPSC 42000000 Medical devices classification schemes; the combination of industry-specific regulatory constraints and product/service taxonomy creates work complexity not present in generic versions of this process.","publishability":{"canExplainDistinctContext":true,"hasMeaningfulDiagram":true,"hasAdjacentCells":true,"privateFieldsExcluded":true},"publicLensArtifacts":[],"privateExcluded":["painIntensity","willingnessToPay"],"adjacentCells":[{"ref":"work-contexts.org.ai/w4-3391-compliance-filing","relation":"sibling","delta":"Same industry, different work archetype — shares the Medical Equipment Manufacturing industry context.","justification":"Same industry anchor with a different work-process variant creates a sibling relationship."},{"ref":"work-contexts.org.ai/w4-3391-customer-onboarding","relation":"sibling","delta":"Second sibling archetype within Medical Equipment Manufacturing — same GPC/UNSPSC classification frame.","justification":"Shared industry and classification scheme with distinct work surface."},{"ref":"work-contexts.org.ai/w4-622-inventory-audit","relation":"broader","delta":"Same work archetype (Inventory Audit and Cycle Count) applied to an adjacent industry sector.","justification":"Cross-industry sibling: same process pattern, different regulatory and product context."}],"gdpvalGrounding":{"occupation":"Inventory Clerk","occupationOnetSocCode":"43-5081.00","sector":"Manufacturing","bridgeKind":"transactional","expertWinTieBand":"bridge-required","groundingTaskIds":{"canonicalWorkedExample":"39d1d1ee-f2b6-4d7a-b3b6-4f0decb64408","canonicalWorkedExampleNote":"synthetic-anchor — GPC/UNSPSC + Industry-derived; W4 follow-up. Cycle-count reconciliation in Medical Equipment Manufacturing."}},"complexityDrivers":[{"kind":"join","label":"FIFO/LIFO costing method creates reconciliation complexity at period boundaries"},{"kind":"time-pressure","label":"Cycle-count timing conflicts with active receiving and fulfillment operations"}],"provenance":{"generatedAsOf":"2026-05-03","schemaVersion":"ONTOLOGY.md §3 L1","worldModelVersion":"w4","sources":[{"kind":"catalog","path":"packages/catalog/src/industries/3391.ts"},{"kind":"classification","path":"GPC/42000000"},{"kind":"classification","path":"UNSPSC/42000000"}]},"digitalSpectrum":0.72},"actions":{},"options":{},"relationships":{"foundingHypotheses":"https://api.sb/v1/founding-hypotheses?cellId=work-contexts.org.ai%2Fw4-3391-inventory-audit","theses":"https://api.sb/v1/theses","adjacentCells":"https://api.sb/v1/cells?adjacentTo=work-contexts.org.ai%2Fw4-3391-inventory-audit","gdpvalTask":"https://huggingface.co/datasets/openai/gdpval/viewer?row=39d1d1ee-f2b6-4d7a-b3b6-4f0decb64408","eligibleByTheses":{"t-hsa":"https://api.sb/v1/theses/t-hsa","t-ais":"https://api.sb/v1/theses/t-ais","t-low":"https://api.sb/v1/theses/t-low","t-prem":"https://api.sb/v1/theses/t-prem","t-bu":"https://api.sb/v1/theses/t-bu","t-td":"https://api.sb/v1/theses/t-td","t-dev-infra":"https://api.sb/v1/theses/t-dev-infra"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/cells/work-contexts.org.ai/w4-3391-inventory-audit/references?limit=25"},"items":[]},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a05757f9ef3ba9c0","edgeLocation":"a05757f9ef3ba9c0","geo":{"country":"US"},"ua":{"browser":"Claude"}}}