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] — Multi-team enterprise LLM cost telemetry — per-API-call attribution across OpenAI, Anthropic, Google, AWS Bedrock and self-hosted models, with team/feature/customer/tenant tags, hierarchical budget events, anomaly-flagged spend patterns, monthly executive P&L roll-ups. Founder-stage; low-hundreds of free-tier signups; hundreds of thousands of LLM cost events per month across the free-tier + pilot cohort. Use cases: LLM cost benchmarking across enterprise SaaS features, anomaly-detection training data (retry loops, spikes), unit-economics/usage-based pricing modeling, chargeba…

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