Meet us atAI Supply Chains Community Event·Sep 12, 2026·Hong KongInvited Lecture @ National Artificial Intelligence Application Pilot Base·Sep 18, 2026·Hangzhou, ChinaAI Supply Chains Community Event·Sep 20, 2026·ShanghaiInvited Talk @ Compound Research Day: Data Factories·Sep 29, 2026·San Francisco, USANeurIPS 2026·Dec 6, 2026·Sydney, AustraliaInvited Talk @ NII Shonan·Mar 15, 2027·Hayama, Japan
Meet us atAI Supply Chains Community Event·Sep 12, 2026·Hong KongInvited Lecture @ National Artificial Intelligence Application Pilot Base·Sep 18, 2026·Hangzhou, ChinaAI Supply Chains Community Event·Sep 20, 2026·ShanghaiInvited Talk @ Compound Research Day: Data Factories·Sep 29, 2026·San Francisco, USANeurIPS 2026·Dec 6, 2026·Sydney, AustraliaInvited Talk @ NII Shonan·Mar 15, 2027·Hayama, Japan

Name withheld

[withheld] — Enterprise LLM token telemetry — per-request metering, session-level cost attribution (user/team/project/cost-center), budget enforcement events, provider mix and BYO-key usage across OpenAI/Anthropic/Google LLM calls in customer VPCs. Pre-seed/seed-stage; free tier plus small paid pilot cohort; low-thousands of daily LLM-metering events per active customer. Use cases: LLM cost benchmarking, enterprise [withheld] budget modeling, provider-mix analytics (OpenAI vs Anthropic vs Google usage share), prompt-injection labeled training data, PII-scrub classifier training, chargeback modeling

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Mapped by SIG/001 AI compute commitments are escaping reported capex