{"id":"C-0003","type":"claim","title":"Organizations will increasingly maintain a machine representation alongside their human representation","created":"2026-07-13","status":"active","authors":["Upstream Zero"],"edges":[],"tier":"Narrated","commercialRelevance":{"affectedBuyers":"Organizations deciding how to present commercial capabilities to machine evaluators","affectedCategories":"All categories entering AI-mediated screening","potentialProductImpact":"Structured, verifiable commercial knowledge becomes an asset class distinct from marketing","currentConfidence":"Narrated — a prediction about the future, which no evidence tier above Narrated can currently support."},"body":"The long-term vision claim, tier-labeled as what it is: a prediction. The\nhuman representation (website, marketing, brand) persuades; the machine\nrepresentation (problems solved, capabilities, requirement coverage,\nevidence, constraints, confidence) is consumed by evaluators. This site's\nown machine layer — every object's JSON rendering, the full graph export,\n`/company.json` — is Client Zero for the claim: we maintain the\nrepresentation we predict others will need.","url":"/claims/C-0003","machineUrl":"/objects/C-0003","referencedBy":[{"from":"machine-representation","rel":"cites"}],"_meta":{"site":"Upstream Zero — Commercial Evaluation Observatory","version":"0.1","note":"Claims are presented at their evidence tier; Narrated is the lowest. Verify by walking edges, not by trusting us."}}