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Home › AI Use-Case Library › AI in forecasting & planning: 5 real deployments
Named deployments in forecasting & planning, grouped by industry.
AI-focused hedge fund that concentrated bets on AI stocks using borrowed capital, peaking above $30B in assets before losing 67% of portfolio value in July and selling most public holdings to Citadel
Reported: lost 67% of portfolio value in July before selling most public holdings to Citadel
Insurance risk modelers Fathom and Verisk use AI diffusion models to synthesize realistic disaster scenarios at scale for catastrophe risk assessment and re/insurance pricing, bypassing the initial-condition data requirements of physics-based modeling.
Tanzania integrated AI into its national disaster-management infrastructure to predict climate disasters, shifting a government of 65 million from reactive relief to prediction.
Anthropic and the Gates Foundation launched a four-year $200M partnership putting Claude into global health, agriculture and learning, with the Institute for Disease Modeling integrating Claude into existing disease-forecasting workflows; first targets are polio, HPV and pre-eclampsia.
TVS Motors and Wells Vehicle Electronics are among 10+ beta customers running Amazon Connect Decisions, AWS's agentic supply chain product whose AI teammates detect invisible inventory patterns and make planning calculations autonomously, since late 2025.
Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.