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Managing AI-Native Teams: The Leader’s Operating System

Hosted by Elena Luneva and Polly Allen

Wed, Jan 28, 2026

5:00 PM UTC (45 minutes)

Virtual (Zoom)

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AI Powered Executive Communication
Elena Luneva
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What you'll learn

Set AI-proof goals

Translate ambiguous AI work into outcome-based goals + “definition of done” (quality, safety, cost)

Run a high-speed cadence

Implement a weekly Learning Review that turns experiments into decisions (greenlight/kill/iterate)

Use a leader review template

Apply a 5-question framework to evaluate data, evals, failure modes, and user impact

Align cross-functionally

Establish decision rituals that keep alignment as velocity increases via subscriptions to Polly and Elena

Why this topic matters

AI accelerates output and, at the same time, enables going in the wrong direction longer and faster. Prototypes proliferate, with everyone taking on quality ownership, and risk is often hidden in demos. Managers and IC need a shared operating system, clear goals, fast review cadences, and crisp decision rights so AI progress translates into reliable customer value.

You'll learn from

Elena Luneva

Elena Luneva is a CPO, Advisor, 4000+ students

Hi, I’m Elena Luneva. I operate at the intersection of people, craft, and business. I help product leaders, founders, and GTM operators sharpen the business side of product, so they can drive growth, influence outcomes, and lead with confidence.

Over the past 20 years, I’ve scaled product and GTM teams as an executive at Braintrust, Nextdoor, LiquidSpace, OpenTable, and BlackRock. I’ve built marketplaces, AI-native platforms, and B2B SaaS products from zero to scale. Today, I advise founders, coach product executives, and teach product managers how to grow their business skills such as GTM, Financial Acumen and Executive presence, effectively. Although I have an MBA and CS degree, I do not think you need either to thrive in the future reshaped by AI. What I do think you need is the curiosity to learn.


Presently f-CPO Madison-Reed, Executive Coach, Advisor, Educator.


Former:

CPO / GM Braintrust

GM Nextdoor

CPO Nuna

VP Product, LiquidSpace

Sr. PM OpenTable

Sr. PM BlackRock


Taught thousands of executives through courses, executive coaching, corporate training, and at Reforge, FirstRound, Berkeley, Sidebar, Enrich, Supra, AI Collective, Industry, PLS

Polly Allen

AI Product Coach, Advisor, AI Career Boost Founder

Polly Allen has spent over 20 years building and leading software teams, most recently as a Principal Product Manager at Amazon Alexa, where she guided cross-functional science and engineering groups at the cutting edge of AI. She specializes in natural language applications—search, discovery, understanding, and generation—and in 2020, she led the launch of Alexa’s first automatically generated web content summaries (yes, powered by the same transformer technology behind today’s ChatGPT).


But Polly’s story isn’t just about technology. After years in the deeply technical world, she became convinced that the future of AI shouldn’t be shaped only by coders and data scientists. The biggest breakthroughs will come when product and business leaders—those closest to customers, strategy, and impact—have the tools and confidence to lead AI initiatives. That belief drives everything she does today.


Now, through her company AI Career Boost, Polly helps experienced leaders step into AI roles and lead AI product development with confidence—without needing a computer science degree. She also hosts two podcasts, AI Product Leader and AI Afterhours, where she shares insights, stories, and candid conversations about building the future of AI.

Previously at

Nextdoor
OpenTable
Amazon
Schneider Electric
BlackRock

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