Hey Product Hunt! 👋 I'm Jean, founder of ROI Labs. We built Sofia because we were frustrated with every AI orchestration tool out there. **The problem:** CrewAI and AutoGen are powerful, but they require Python expertise and hours of setup. LangFlow is visual but lacks built-in Knowledge Base, analytics, and real business integrations. **What Sofia does differently:** 1. **Visual pipeline builder** — drag agents, connect them, define their roles (Researcher, Analyst, Reviewer) without writing code 2. **Knowledge Base with real RAG** — upload PDF, DOCX, CSV files and your agents will search semantically using pgvector before responding. Not a chatbot wrapper — actual vector search. 3. **Real-time streaming per agent** — see each agent "thinking" via SSE. Watch the Researcher finish, then the Copywriter start, step by step. 4. **Execution analytics** — cost per run, tokens per agent, success rate, full replay. Know exactly what your AI pipeline is doing and how much it costs. 5. **Self-hosted** — full Docker Compose setup. Run it on your own infra with complete data control. **The results:** Our beta users are generating marketing content, triaging support tickets, and doing competitive analysis in 30-90 seconds with 3-agent pipelines. **Free plan includes:** 3 orchestrations, 5 agents, 1 Knowledge Base, 100 executions/month. No credit card. **Recent additions:** - Public REST API with API Keys — integrate Sofia with Zapier, n8n, Make or any system - White-label program — agencies can resell Sofia under their own brand - 55+ blog articles covering AI use cases across 15+ industries We'd love your feedback on what use cases matter most to you. Drop a comment 👇 — Jean @ ROI Labs

Sofia IA - Orchestrate AI agent teams that work together on any task

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