How We Built a Human-in-the-Loop AI System — Webinar Recap
Yesterday, Mike Idengren and Keith Mangold from LSA Digital hosted a live webinar to showcase how we designed and implemented a real, working Human-in-the-Loop AI outreach system — from concept to operational deployment.
Yesterday, Mike Idengren and Keith Mangold from LSA Digital hosted a live webinar to showcase how we designed and implemented a real, working Human-in-the-Loop AI outreach system — from concept to operational deployment.
In the session, they walked through:
- The real-world business challenge that started it all
- Why early automation efforts fell short
- How we applied the Goals–Questions–Metrics (GQM) method to frame the solution
- The architecture behind our agentic AI system — including GPT-4o, Apify, Tavily, and Google CSE integrations
- A live demo showing how humans and AI collaborate in a closed feedback loop
- What makes this different from traditional AI tools — and why enterprise teams need more than “just automation”
If you’re exploring AI for marketing, agentic AI architectures, or ways to implement human-AI collaboration at scale, this is a session you won’t want to miss.
To learn more about our Human-AI design principles and services, visit human-ai.com or reach out — we’d love to chat.
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