Free Lesson
Design AI Agents for Real Workflows
Part of Featured Lightning Lessons
45 min
Dec 18, 2025 3:00 PM
Virtual (Zoom)
In this video
What you'll learn
Map the Workflow Before You Build
Map each step, tool, and decision so you can see where an agent fits and what must remain human.
Pick the Right Agent Pattern for the Job
Match agent patterns like copilot, triage, or coordinator to real problems in product and ops.
Design Clean Hand-offs Between Agents and Humans
Define who does what, when agents escalate, and how work returns to humans without confusion.
Align Stakeholders So Your Agent Gets Used
Write a one-page Agent Brief and receive ongoing mentorship from Subha and Elena through Substack subscriptions.
Why this topic matters
AI agents appear impressive in demos, but break in real workflows. Executives need clear value, operators need reliable processes, and builders need adoption, not stalled pilots. In this session, we share patterns and structures to design agents that fit how work gets done and earn lasting trust.
You'll learn from

Elena Luneva
Elena Luneva is a CPO, Advisor, 4000+ students

Subha Shetty
Fractional Chief Product and AI Officer
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