Everyone’s shipping copilots.Ragde Falcis built something else: a real agentic system—used daily by thousands of customers.In this episode of Fractional, we break down how ChatGenie:→ Hit 90%+ accuracy without model fine-tuning→ Uses multi-agent orchestration with reasoning and memory→ Built eval loops and guardrails that actually scale→ Tracks token-level usage to make the business work→ Retrofits into Meta’s stack, CRMs, and internal HR workflows→ Thinks beyond PH—and why that mindset shift mattersThis isn’t another AI demo.It’s the playbook for what actually works in production.🎧 Listen if you're serious about:Shipping agent-based systemsScaling GenAI workflowsOr building infrastructure that survives beyond the hypeBuilt something real? You’ll need real help to scale it.Swarm is a collective of AI-native consultants—builders, operators, and strategists from MAANG, YC, and Fortune 500s.If you’re building your AI roadmap and need fractional support that actually ships, let’s talk.🔗 https://swarm.work/?utm_source=fractional&utm_medium=podcast&utm_campaign=ragde_episode

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