Agentic Workflows & Loops: The Advanced AI Agents Certification
Orchestrate a fleet of AI agents executing your product work 24/7. An autonomous operating system of skills and workflows that frees you for higher-impact work.

Lead Product Manager at Amazon
Live online
Taught by top AI product leaders
Small classes
20 students per class, on average
4.8
Based on 1,709+ ratings
20,901+
students graduated
Our instructors work at
Lead the next wave of AI: Agentic systems
LLMs have changed how we build products, but agents are redefining what products can do. From autonomous task execution to adaptive decision-making, agents are moving beyond static models into systems that learn, collaborate, and scale. For PMs, this is the frontier: the ability to not only prototype but to ship production-ready agentic workflows that transform products and organizations.
The Agentic Workflows & Loops Certification equips Product Managers with the frameworks, architectures, and safety practices needed to lead this shift. You’ll learn to design scalable agent patterns, implement adaptive capabilities like memory and retrieval, and orchestrate multi-agent workflows that mirror real-world complexity. You’ll also build the governance, safety, and deployment strategies required to launch agents responsibly at scale.
By the end, you’ll graduate with production-ready agent blueprints, risk mitigation strategies, and a deployment roadmap—proof that you can move from theory and prototypes to trusted, agentic products in production.
What you’ll learn
Autonomous Agent Blueprint
Hands-on designs and prototypes of AI agents that move beyond single LLM responses to continuous, autonomous execution.
Agentic Design Patterns
Robust architectures that incorporate chaining, reflection, and coordination into scalable agent workflows.
Multi-Agent Workflows
System designs for orchestrating multiple agents, using protocols and delegation to scale beyond individual tasks.
Adaptive Capabilities
Agent enhancements like long-term memory and retrieval (RAG), with strategies for managing cost, bias, and drift.
Agent Risk Playbook
Failure mode analyses and evaluation pipelines to debug, monitor, and enforce production-safe agent behavior.
Production Deployment Strategy
A governance plan, executive-ready narrative, and deployment roadmap for shipping agents into production environments.
Who this course is for
Product Managers
who want to lead the shift from prototyping to deploying agentic systems that create real business impact.
Senior PMs/Leads
responsible for embedding agent workflows into team roadmaps and ensuring safe, scalable execution.
AI Advocates
ready to move beyond LLM features and prototypes to design, govern, and deploy production-ready AI agents.
Prerequisites
This course is not for everyone
You need a strong foundation in AI concepts within product contexts.
This is not an entry level course
Completion of AI Product Management Certification is strongly advised. Prior experience in Vibe Coding is highly recommended.
It is FOR YOU if you ...
want to master the full lifecycle of agents—from architecture and adaptive capabilities to governance and deployment.
Not sure if this certification is right for you?
Schedule a callWhat's included
Live sessions
Live build labs with your AI Product Leader.
Course materials
Full access to materials and recordings, anytime.
AI tools access
$50k+ worth of AI tools, included with Unlimited Membership.
Instructor feedback
Direct, live feedback from your Silicon Valley instructor.
Workflows & templates
The most popular AI tool workflows, templates, and prompt packs.
Certification
Industry-recognized credential on completion.
Reimbursement kit
Support and resources to get your employer to cover the cost.
Alumni community
Exclusive access to a network of 10k+ alumni.
Agentic Workflows & Loops Certification Curriculum
01Draw the Agent Line1 live session1 lab1 artifactHook: "What do you let the agent decide, and what stays above the line?"Show Details
Pre-read
Score every decision on reversibility × blast radius × measurability
Agent Line Mapping Lab
Agent Line Map — reversibility × blast radius × measurability scored
Session recording
02Turn a Prompt into a Worker1 live session1 lab1 artifactHook: "How do I turn a below-the-line slice into a bounded loop?"Show Details
Pre-read
The four loop types and five components — trigger, done, stop conditions
Loop Spec Builder
Loop Spec — bounded worker with trigger, definition of done, stop conditions
Session recording
03Orchestrate with Restraint1 live session1 lab1 artifactHook: "Should I split into subagents at all, and which ones earn their keep?"Show Details
Pre-read
Orchestration patterns — add only the subagents that earn their keep
Orchestration Mapping Lab
Orchestration Map — Cortex subagents scoped, validator added
Session recording
04Engineer the Context1 live session1 lab1 artifactHook: "What should each loop iteration actually see?"Show Details
Pre-read
Write, select, compress, isolate — the four memory types and their risks
Context Engineering Lab
Context Engineering Plan — what each loop iteration sees
Session recording
05Bounds & Blast Radius · Evals = the PRD1 live session1 lab1 artifactHook: "How do I bound an agent and prove it is doing the job?"Show Details
Pre-read
Hard bounds and trajectory evals — offline → CI → production traces
Bounds & Evals Lab
Bounds & Evals Spec — hard bounds and trajectory evals as the PRD
Session recording
06The Autonomy Dial, Deploy & Widen Trust1 live session1 lab1 artifactHook: "How much autonomy, for which user, and how is it earned?"Show Details
Pre-read
The Trust Ladder, deployment beyond the prototype, ROI beyond adoption
Trust Ladder & Bounds Planner
Autonomy Dial + Trust Ladder — deployment plan, two-part capstone
Session recording
07Final project: deploy Cortex end-to-end6 artifacts1 repoCertificationShow Details
Your forked repo: all six artifacts assembled into one submission
Agentic Workflows & Loops certification review, graded by your instructor
Certificate issued on pass
Upcoming start dates
Course
Dates
Schedule
Instructor
Agentic Workflows & Loops
5 spots leftOct 13 – Oct 29
3 Weeks · Part-time
Tuesdays and Thursdays
10:00 AM – 12:00 PM
(America / Los Angeles)
Agentic Workflows & Loops
Nov 7 – Nov 21
3 Weeks · Part-time
Saturdays
7:30 AM – 12:00 PM
(America / Los Angeles)
30mins break
Nothing that works? Join the waitlist or request a private cohort
Explore flexible plans for individuals and teams
Single Certification
Ideal for: Focused learners who want to master a specific skill
$2,999
- 1 live, instructor-led certification course
Pro Membership
Ideal for: Product managers ready to build broad expertise across multiple disciplines
$3,999
/per year
- 2 live, instructor-led certification courses
- Weekly live AI Workshops
- Access to on-demand content
- Access to our alumni community
Unlimited Membership
Ideal for: Product professionals seeking full career transformation
$4,999
/per year
- 10 live, instructor-led certification courses
- Weekly live AI Workshops
- Free access to $50k+ worth of AI tools
- Ticket to one ProductCon conference
- Access to on-demand content
- Access to our alumni community
- Access to all newly released courses
Hear it from our alumni
"The biggest shift was getting comfortable turning rough ideas into working prototypes — actually shipping things, not just planning them."

Vikrant Shukla
Sr Product Manager at Salesforce
Thank you Product School for helping bring genAI concepts down to earth. We covered technical basics such as RAG and embedding and tokenization and Product-focused ideals such as defensive and offensive AI strategies.

Deepak Ravi
Product Manager, AI & Data at New York Life
"Through the certification, I learned a lot about AI, myself, and how to keep current with the rapid changes in the industry. No doubt that I will be a better product leader, and I look forward to building our AI PM community."

Josh Gray
Global Monetization Product at Tiktok
"This program strengthened my understanding of how successful AI products are built — not just with strong models, but with the right balance of workflow integration, trust, evaluation, and operational impact."

Debolina Das
Sr Product Manager at Amazon
"It was the right time to pick up this course when AI tools like Claude Code are changing how PMs work — and this program gave me a practical, hands-on foundation from vision to launch."

Clinton Gonsalves
Product Manager at JPMC
"Product School helped me develop critical product skills to master my job and get a product promotion. The case studies and real examples shared by my instructor helped me put into practice the frameworks that I learned and drive impact in my work."

Paulina Mwangi
Sr Director of Product at Salesforce
"Claude Code gave me a better overview of the entire process — system, roadmap, strategy — and freed up mental space to focus on the quality of the work."

Jenny Kan
Product Strategy Lead at ServiceNow
"Product School helped me learn the skills that I needed to break into product, and now I work on Product Strategy for Google Play."

Shilpi Verma
Product Lead at Google
"This certification covers everything you need to know about Product Management to jumpstart and land your first PM job. It isn’t all theory, you get to apply everything you learn to your own project and the instructors provide feedback to help you improve."

Medha Ghatikesh
Product Manager at Meta

Train the whole product org
Private cohorts on your schedule, group pricing from three seats, and everything you need to get it expensed.
Group discounts starting at 3 seats
Private cohorts, your dates and your case studies
Reimbursement letter and invoicing handled
Team progress reporting for managers
Frequently asked questions
What does a Certification from Product School mean?

Product School certifications are the gold standard in Product Management and AI Training and are recognized across the industry. Since 2014, Product School has been at the cutting edge of Product Management education. We’ve certified over 20,000 Product Managers from around the world, so we know exactly what it takes to succeed in this highly competitive and ever changing industry. Hiring managers recognize that our alumni have been trained by the very best.
What’s the schedule and duration of the course?

We know you’re busy, so making this fit in with your schedule is key! That’s why we have multiple course options that focus on making this as convenient as possible.
Who are Product School instructors?

Our instructors are accomplished AI Product Leaders who work at some of the most prominent Silicon Valley companies, such as Google, Facebook, Netflix, Airbnb, PayPal, Uber, and Amazon. As experienced professionals who build digital products for millions of people and work with AI every day, they know exactly what it takes to get upskilled as a Product Manager and succeed in the role as an AI native PM.
How many students are in each class?

At Product School, we believe in fostering a collaborative and personalized learning environment. That’s why we keep our class sizes small, with a limited number of students per class. Unlike other Product Management courses, where you may be competing for the instructor's attention among dozens or even hundreds of students, we ensure that you'll receive individual attention and forge meaningful relationships with your instructor and peers. They’re also just big enough that you benefit from learning and networking alongside students with a broad range of professional backgrounds.
What are the classes like?

Our AI certifications are hands-on, immersive, and practical from the very first day. You’ll be using state-of-the-art PM and AI tools, taking part in group exercises, discussing case studies, creating content to add directly to your portfolio, strengthening your resume, and practicing mock interviews. By the end of the sessions, you’ll have built deeper knowledge and skills in AI Product Management supported by a tool-kit of frameworks aligned to real-world examples to help you succeed in your career.
Are the certifications taught in-person or online?

All of Product School's courses are delivered live online. You'll be able to stream lectures in real-time, interact with your instructor, and collaborate with your peers from anywhere in the world, all from the comfort of your own home. We offer cohorts at various times to accommodate students from different time zones and locations around the world.
How much does Product School cost?

Product School offers three plans to fit different goals and levels of commitment.
Single Certification — One live, instructor-led certification to deepen expertise in a specific area.
Pro Membership — Two live certifications per year, on-demand content and alumni community access. Flexible payment plans available.
Unlimited Membership — Ten live certifications per year, free access to $50,000+ worth of AI tools, a ticket to ProductCon, on-demand content and alumni community access. Flexible payment plans available.
Discover how our programs can unlock new opportunities—without worrying about upfront costs. Schedule a call with our Admissions Team to discuss which plan aligns with your goals and explore flexible payment options tailored to you.
Which Product School plan is right for me?

It depends on your goals and how quickly you want to grow.
If you’re targeting one specific skill gap, a Single Certification is the most direct path. If you want structured annual development across two focus areas, Pro Membership gives you that without overcommitting. If you’re serious about staying ahead of AI in product management and want maximum access — certifications, events, tools, and community — Unlimited Membership is built for you.
Not sure? Schedule a call and we’ll help you choose.
What’s included in the Pro and Unlimited Memberships?

Both memberships include live, instructor-led certifications, on-demand content, alumni community access, and a LinkedIn badge.
Pro Membership — Two certifications per year — a focused way to keep developing without a large time or financial commitment. Flexible payment plans available.
Unlimited Membership — Ten certifications per year, plus free access to $50,000+ worth of AI tools and a ticket to ProductCon (SF, NY, or London). Built for professionals who want to go all-in on their product career. Flexible payment plans available.
Schedule a call to find out which is right for you.
How do I get started?

Ready to get started? Explore our plans to find the right fit, or enroll now if you already know which certification you want. If you have questions, schedule a free call and we’ll help you choose.
Can Product School provide custom training for my company?

Absolutely! We frequently customize training for companies looking to onboard new talent, upskill and align existing teams, and outpace the competition. In-person or online, we’ll work with you to design a unique experience that fits your company’s needs and schedule, no matter where you are in the world. Speak to our Enterprise team to learn more today.



