Staging environment
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

Elena Luneva is a CPO, Advisor, 4000+ students

Subha Shetty

Subha Shetty

Fractional Chief Product and AI Officer

Previously at

Nextdoor
OpenTable
eBay
Fanatics
Walmart
See all products from Elena