Company AI fingerprint

Two companies, six capability axes, one chart. Where each polygon bulges tells you what that company is actually building. The asymmetries — not the absolute values — are the story.

Company A:
Company B:
Foundation trainingFoundation training Scale AI: 35% (35/101) Visa: 30% (31/105)35% / 30%Inference infraInference infra Scale AI: 46% (46/101) Visa: 49% (51/105)46% / 49%Agent platformAgent platform Scale AI: 46% (46/101) Visa: 61% (64/105)46% / 61%Eval & safetyEval & safety Scale AI: 59% (60/101) Visa: 60% (63/105)59% / 60%RAG / retrievalRAG / retrieval Scale AI: 17% (17/101) Visa: 36% (38/105)17% / 36%Robotics + multimodalRobotics + multimodal Scale AI: 19% (19/101) Visa: 4% (4/105)19% / 4%Research depthResearch depth Scale AI: 28% (28/101) Visa: 10% (11/105)28% / 10%Scale AI · Foundation training: 35% (35/101)Scale AI · Inference infra: 46% (46/101)Scale AI · Agent platform: 46% (46/101)Scale AI · Eval & safety: 59% (60/101)Scale AI · RAG / retrieval: 17% (17/101)Scale AI · Robotics + multimodal: 19% (19/101)Scale AI · Research depth: 28% (28/101)Visa · Foundation training: 30% (31/105)Visa · Inference infra: 49% (51/105)Visa · Agent platform: 61% (64/105)Visa · Eval & safety: 60% (63/105)Visa · RAG / retrieval: 36% (38/105)Visa · Robotics + multimodal: 4% (4/105)Visa · Research depth: 10% (11/105)Scale AI· 101 AI roles, 9 regulatedVisa· 105 AI roles, 15 regulated
Each axis = share of company’s tagged AI roles touching that capability cluster. Outer ring = 100%, inner ring = 25%. Hover any vertex for the underlying count.

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