Causal AI Market to Hit $761.4M by 2031 at 36.8% CAGR
Delray Beach – October 16, 2026 -- The global Causal AI market is projected to grow from USD 158.7 million in 2026 to USD 761.4 million by 2031, a 36.8% CAGR, according to MarketsandMarkets. The 2026 estimate is up from USD 110.7 million in 2025.
Software holds 77.8% of 2026 revenue as buyers abandon one-off modeling projects
Software is estimated to account for 77.8% of the market in 2026. Enterprises are moving from isolated causal modeling projects to platforms and point solutions that connect to existing data estates and serve multiple decision workflows. MarketsandMarkets says this shift strengthens recurring revenue and increases deployment scale.
Broad platforms are adding counterfactual simulation, intervention analysis, optimization and agentic execution. Point solutions are gaining traction in life sciences, marketing measurement, IT operations and industrial analytics.