Market Opportunity
Supply-chain alerts fail — prescriptive ops & playbooks to keep production targets a $32.0B = 200k manufacturing & retail enterprises x $160k ACV total addressable market with medium saturation and a year-over-year growth rate of 12% CAGR.
Key trends driving demand: Operational resilience -- enterprises prioritize tools that prevent downtime, not just surface issues; AI-driven prescriptive analytics -- causal and counterfactual models enable recommended fixes, not only forecasts; API & IoT proliferation -- richer telemetry from factories/carriers unlocks real-time root-cause analysis; Shared incident intelligence -- anonymized cross-company data amplifies signal for rare disruption patterns.
Key competitors include Resilinc, FourKites, Everstream Analytics, PagerDuty (adjacent workaround: incident orchestration & runbooks).
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