What Torchcast AI does
Torchcast AI produces calibrated probability forecasts and presents itself as a forecasting layer for institutions and AI agents. It is aimed at teams that make high-stakes decisions under uncertainty and at AI agents that need to anticipate outcomes. The site describes a fine-tuned multi-agent system in which several specialist models work on one forecast, structured intelligence gathering that keeps evidence as structured data, and a language model post-trained with reinforcement learning against real outcomes to improve calibration. It also names a foundation model for forecasting that tracks uncertainty, flags duplicated or conflicting signals and returns probability distributions, plus a Decision API. Pricing is not published; the site offers demo bookings.
How Torchcast AI compares with its closest alternatives
1 of the 5 closest alternatives has a free plan. 2 of the 5 offer an API, as Torchcast AI does. Torchcast AI offers a web app. Of the alternatives, all 5 offer a web app. Torchcast AI was founded in 2026; the alternatives were founded between 2025 and 2026, 4 of them earlier. Torchcast AI is based in Singapore; all its 5 alternatives are in Singapore too.