The Agentic AI Operating System for Product Growth

4.7 (3)

Grace Man

VP, Product Growth | Ex-Microsoft

Run product growth as an autonomous agent system for 10x growth output.

You shipped the product. You own the number. But the growth work still runs on scattered prompts, a different chat window every time, and an AI that forgets everything by Monday.

That is using AI like an intern. Helpful, supervised, forgetful. And the lag between spotting a signal and shipping the response stretches into weeks.

The new way is a system. A team of agents, each with a job, wired into one loop. Better research creates sharper content. Sharper content attracts better leads. Better leads train smarter outbound. Smarter outbound feeds richer CRM data. Richer CRM data sharpens research again. Each cycle compounds, so the system gets smarter every week instead of starting cold.

This is a design course, not a tools tour. Over four sessions you build that operating system on your own stack, with your own data, in your own voice: the strategy first, then the architecture, then the agents, then the governance that keeps a human in control. You leave with it running, governed, and yours.

Leaders agree agentic AI matters. Gartner found just 15% of application leaders were piloting or deploying AI agents in 2025. The gap is not interest. It is a system. This cohort hands you one.

What you’ll learn

Leaders agree agentic AI matters. Gartner found just 15% of application leaders were piloting or deploying AI agents in 2025.

Write a one-line category and position statement your buyer understands instantly, tested on your real product.
Name the exact buyer, the trigger moment, and the one segment to win first, then map the org chart of agents.
Map the org chart of agents, owners, and boundaries, so you design top down before you build bottom up.

Turn the strategy into a workflow map: the signals in, the decisions, and the action each agent owns.
Decide what an agent does, what a human approves, and where the guardrails sit, before any build.
Leave with an architecture diagram your team can read and build from, not a vague idea.

Turn messy lead sources into one scored pipeline with ICP matching and engagement signals.
Produce a weekly intelligence brief with insights, risks, and competitor moves, on demand.
Start every week knowing exactly who to chase and why, instead of guessing.

Turn meeting notes, calls, and product signals into structured content you can reuse.
Generate multi-channel drafts at volume, calibrated to your brand voice, never auto-posted.
Keep a human checkpoint on every piece, so quality and voice hold as you scale.

Trigger outbound from real signals like engagement, funding, and ICP match, and draft a personalised first touch.
Hold every message for your approval before it sends, so scale never means spam.
Run a CRM that updates from your inbox, scores accounts, and surfaces who is going quiet.

Set approval gates, red lines, and a review cadence that keeps a human in control.
Wire the agents into one compounding loop where each output sharpens the next.
Leave with a prioritised 90-day plan: what to deploy week one, what to measure by day 30.

Learn directly from Grace

Grace Man

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VP, Product Growth & Marketing | Ex-Microsoft | 3k+ pros trained and coached

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Who this course is for

Product leaders and builders
You own an AI product's growth and need the full agent system to run it, not another disconnected tool.
Growth leaders
You own activation and retention and need agents that turn product signals into action, not a six-week lag.
Marketing leaders
You own demand and want product data driving outreach a human approves, not risky blind automation.

Prerequisites

A paid Claude account (Pro, Max, or above).
The agents are built in Claude with skills and MCP.
n8n
n8n account (free/paid) pairing with Claude in building autonomous agentic workflows.
CRM pipeline, Defined ICP, Product and Contact List
A CRM or pipeline tracker, even a spreadsheet, for the CRM agent. A defined ICP or a clear sense of your ideal customer, and a contact list.

What's included

Live sessions

Learn directly from Grace Man in a real-time, interactive format.

Lifetime access

Go back to course content and recordings whenever you need to.

Community of peers

Stay accountable and share insights with like-minded professionals.

Certificate of completion

Share your new skills with your employer or on LinkedIn.

All frameworks, scripts, prompts, and templates

All scripts, prompts, and templates built across both sessions

Personalized 1:1 Coaching

30 min - 1 hour personalized coaching and consulting with Grace (valued $290/hour)

Post cohort learning

Welcome to keep learning about what's new in AI space and AI-first growth on weekly office hour / faq sessions.

Maven Guarantee

Your purchase is backed by the Maven Guarantee.

Course syllabus

4 live sessions • 31 lessons • 4 projects

Week 1

Aug 8—Aug 9

Leadership, Strategy, Operating Frameworks, and Architecture

Aug
8
Leadership, Product-Growth Strategy, Operating Frameworks for Agent Architecture
Sat 8/84:00 PM—5:30 PM (UTC)

10 more items

Week 2

Aug 10—Aug 13

Build Autonomous Content Workflows Distributing across Channels in Your Voice

Aug
11
Build Autonomous Content Workflows Distributing across Channels in Your Voice
Tue 8/114:00 PM—6:00 PM (UTC)

9 more items

Build Autonomous Outbound and CRM Workflows a Pipeline That Keep It Alive

Aug
12
Build Autonomous Outbound and CRM Workflows a Pipeline That Keep It Alive
Wed 8/124:00 PM—6:00 PM (UTC)

8 more items

Evaluate, Govern, and Launch Your Operating System

Aug
12
Evaluate, Govern, and Launch Your Operating System
Wed 8/126:00 PM—7:00 PM (UTC)

7 more items

Free resource

Build No-Code Marketing Agents with Claude Code & Cowork

How Claude Cowork and Claude Code Work Together

This session demos both side by side on the same content workflow, so you can see when to use each.

Turn One Transcript into Five Content Assets

Watch a meeting transcript become a newsletter, LinkedIn posts, an article hook, and a summary in your brand voice.

What It Really Takes to Build an AI Content Agent

How to build a repeatable content workflow with context, files, and defined outputs that runs consistently.

Why Claude Code Is No-Code for Marketing Teams & How to Use

How marketing teams can automate real content workflows without coding.

Schedule

Live sessions

6 hrs / week

Sat, Aug 8
4:00 PM—5:30 PM (UTC)
Tue, Aug 11
4:00 PM—6:00 PM (UTC)
Wed, Aug 12
4:00 PM—6:00 PM (UTC)
Wed, Aug 12
6:00 PM—7:00 PM (UTC)

Projects

3 hrs / week

Live design and build projects throughout sessions.

Testimonials

As I was exploring the mental health product area, Grace provided nuanced approaches to creating value for target customers, and shared her excitement toward the future potential of the product.
If you have a product idea and looking for feedback on A products, I recommend speaking to Grace.
Jae Kim
Director of Product, ex-Meta
Grace, Your insights into the industry and your ability to connect the dots are truly impressive. I left today's session feeling inspired to dig deep on some new topics.
Jeremy Edwards
Senior Product Manager, Starbucks | ex-SAP
Grace is an inspiring leader with a real gift for making complex ideas feel clear and approachable. Whether you're just starting out or looking to take things to the next level, her guidance and insights are incredibly valuable. She's thoughtful and truly committed to helping others grow. I would highly recommend her to anyone looking to deepen their understanding of AI strategy or leadership.
Toey Chitmanasak
Regional CRM & Data Manager at Michelin
What stands out about Grace is her structured and practical approach. She doesn’t just give ideas — she helps turn them into actionable steps that feel manageable. Her advice is grounded in real experience from building her own successful AI strategy business, which makes her guidance highly credible and practical.
James C. Mott, Ph.D.
AI Data Scientist | Ex-IBM
Grace combines deep knowledge with a clear, strategic communication style that resonates with everyone (students loved her). She's not only an AI expert, but an experienced marketer, helping us strategise new ideas for growth.
Caroline Sumartonjo
Strategic Partnerships & Global Communications