8Flow gives enterprises full visibility into how work actually happens, then surfaces ranked AI agent opportunities with measurable ROI. Lightweight clients — a Chrome extension and Mac/Windows apps — collect workflow metadata in the background without requiring integrations, and that data is analyzed to identify automation opportunities and generate ready-to-deploy agentic blueprints complete with prompts, configurations, and implementation guides. The platform supports Model Context Protocol (MCP) for tool integration and connects with enterprise systems including ServiceNow, Salesforce, Atlassian, UiPath and Microsoft, leveraging Anthropic or OpenAI models. 8Flow raised a $16.6M Series A in April 2025 to scale its AI-driven workflow automation and agent-opportunity discovery for enterprises.