Market Opportunity
Find workflow bottlenecks fast and auto-remediate with AI agents targets a $72B = 18M small & medium businesses x $4K ACV total addressable market with medium saturation and a year-over-year growth rate of 16% - workflow automation, process mining and AI ops combined.
Key trends driving demand: AI process intelligence -- LLMs can infer process flows from communication and event data, enabling non-invasive discovery at scale.; Democratization of automation -- low-code/no-code platforms let operations teams deploy automations without heavy engineering.; Shift to outcome-based ops -- companies expect tools to not only surface problems but also prescribe and execute fixes automatically.; Composability & APIs -- modern SaaS ecosystems allow integrations across apps, making cross-system automation feasible for SMBs..
Key competitors include Celonis, UiPath, Workato, Zapier, Adjacent: Manual process mapping & consultants.