Replace brittle legacy apps with AI-driven operational agents

Replace brittle legacy apps with AI-driven operational agents targets a $400B = 5M businesses x $80K ACV (global enterprise software + operations spend that AI can displace over time) total addressable market with medium saturation and a year-over-year growth rate of 30% (enterprise AI & automation adoption CAGR).

Key trends driving demand: LLM maturation -- higher reliability and lower cost per token make production-grade conversational and action-capable agents feasible.; Vectorization & RAG -- cheap, scalable context retrieval lets AI operate on company knowledge bases and SOPs in real time.; API-first integrations -- ubiquitous APIs and iPaaS adoption simplify connecting agents to ERPs, CRMs, and databases.; Shift to outcomes -- companies increasingly buy workflow outcomes vs. point features, favoring orchestration layers over single-purpose apps..