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 matters

This isn’t another AI demo.
It’s the playbook for what actually works in production.

🎧 Listen if you're serious about:

• Shipping agent-based systems

• Scaling GenAI workflows

• Or building infrastructure that survives beyond the hype

Built 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