Building AI Products with Lean Product Management
Americas & Europe
Course 6 of 6
This fall, build the product management skills the AI era and your next job demand
The Building AI Products with Lean Product Management course teaches teams to apply Lean Product Management methods to AI product development, with specific attention to where AI products are different. This is the sixth and final course in a six-part sequence:
- Lean Product Strategy
- Objectives and Key Results
- Lean Product Management
- Lean Product Discovery
- Storytelling Superpowers for Persuasive Conversations
- Building AI Products with Lean Product Management
This course delivers real, usable skills and value entirely on its own, but the full sequence is where the real transformation happens. Each course builds on the last, so we recommend completing all six for the most comprehensive set of AI-era product skills. Whichever path you choose, complete the course and pass a short assessment to unlock a certification you can showcase on LinkedIn and beyond.
These classes have been created by Jeff Gothelf and Josh Seiden, award-winning authors and recognized design and product thought leaders, who wrote the books Lean UX, Outcomes Over Output, and Who Does What By How Much?, the OKR playbook.
Tickets Prices in USD
Additional Information
What problem does this course address?
AI teams optimize for technical performance without a clear definition of customer value, and often don't have a framework for deciding when AI is, and isn't, the right approach. Standard product methods don't address the unique challenges of non-deterministic systems. The starting point of this course: the fundamentals of good product work hold, even for AI. Customer value, clear Outcomes, and tested Assumptions matter more, not less, when the technology behaves in ways that are hard to predict.
Why this course, and why now?
This course teaches you to apply the Lean Product Canvas to AI product development, decide whether AI is the right approach for a given problem, and define success metrics for AI systems that don't always produce predictable outputs. It's the natural conclusion of this sequence: with strategy, goals, product practice, discovery, and communication skills in place, this is where you connect AI technical work to measurable customer and business Outcomes.
Who is this training for?
- Product teams building AI features or AI-native products
- AI labs that need to connect their technical work to customer Outcomes
- Product managers at organizations integrating AI into existing products
What will happen in class?
This workshop is limited to 25 participants. Through hands-on exercises, you'll apply the Lean Product Canvas to your own AI product work, define success metrics for non-deterministic systems, and plan a gradual capability rollout that builds user trust over time. Each session builds on the last, creating accountability and meaningful peer connections through shared learning experiences.
🖥️ Live sessions Learn directly from Sense & Respond Learning certified trainers in real-time, interactive workshops with hands-on practice.
👥 Community of peers Connect with like-minded product and business leaders and stay accountable through shared learning experiences.
What will you learn?
You leave this course able to connect AI work to real customer value. Specifically:
✅ Apply the Lean Product Canvas to AI product development
✅ Decide whether AI is the right approach for a given problem
✅ Define success metrics for AI systems that don't always produce predictable outputs
✅ Plan a gradual capability rollout that builds user trust over time
✅ Design evaluations and experiments for AI features
✅ Connect AI technical work to measurable customer and business Outcomes
What makes this training different?
Unlike traditional product courses that focus on frameworks in isolation or offer endless hours of lecture, this workshop follows the approach pioneered by Jeff Gothelf and Josh Seiden, award-winning authors and recognized design and product thought leaders. We use an interactive approach that mixes videos, short lectures, large group discussions, breakout sessions, exercises and interactive debate to ensure your questions are addressed with relevant answers to you.
Learn from the source, and prove it everywhere
Every Sense & Respond Learning course now comes with a certification path. Earn credentials recognized on LinkedIn and across the industry, validated by the people who wrote the frameworks.
🎓 Certifications Issued through Credly by Pearson, the industry standard for verifiable digital credentials. Wear it proudly on your LinkedIn, website, or digital resume and let your network know you're investing in the skills that drive real impact.
Invest in growth for you and your team
Whether you're signing up solo or bringing your whole team, we've built pricing to make investing in these skills easy.
- 2-day workshops: $500
- 3-day workshops: $700
- 4-day workshops: $900
The more of your team that builds these skills together, the more it pays off, so we've priced it that way. If you're bringing a group of 5 or more, email us for group pricing built to match. Prefer to bring this training in-house? Email us, we'd love to talk.
Register for the full sequence and save. Email us directly to register for more than one course and we'll send an invoice with your discount applied:
- 2 courses: 25% off total price
- 3 courses: 30% off total price
- 4 courses: 35% off total price
- All 5 courses: 40% off total price
Training that fits your schedule
Wherever you are in the world, we have sessions that work for you:
1. Lean Product Strategy
(2 hour sessions over 2 days)
Americas & Europe
↗
Day 1 – September 29 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – October 1 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – September 29 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – October 1 | 8:30 GST / 10:00 IST / 14:30 AEST
2. Objectives and Key Results
(2 hour sessions over 2 days)
Americas & Europe
↗
Day 1 – October 6 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – October 8 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – October 6 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – October 8 | 8:30 GST / 10:00 IST / 14:30 AEST
3. Lean Product Management
(2 hour sessions over 4 days)
Americas & Europe
↗
Day 1 – October 13 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – October 15 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 3 – October 20 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 4 – October 27 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – October 13 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – October 15 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 3 – October 20 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 4 – October 27 | 8:30 GST / 10:00 IST / 14:30 AEST
4. Lean Product Discovery
(2 hour sessions over 4 days)
Americas & Europe
↗
Day 1 – November 3 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – November 5 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 3 – November 10 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 4 – November 12 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – November 3 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – November 5 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 3 – November 10 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 4 – November 12 | 8:30 GST / 10:00 IST / 14:30 AEST
5. Storytelling Superpowers for Persuasive Conversations
(2 hour sessions over 3 days)
Americas & Europe
↗
Day 1 – November 17 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – November 19 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 3 – November 24 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – November 17 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – November 19 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 3 – November 24 | 8:30 GST / 10:00 IST / 14:30 AEST
6. Building AI Products with Lean Product Management [This course]
(2 hour sessions over 2 days)
Americas & Europe
Day 1 – December 1 | 11:00 ET / 12:00 BRT / 17:00 CET
Day 2 – December 3 | 11:00 ET / 12:00 BRT / 17:00 CET
Asia-Pacific, Middle East & Africa
↗
Day 1 – December 1 | 8:30 GST / 10:00 IST / 14:30 AEST
Day 2 – December 3 | 8:30 GST / 10:00 IST / 14:30 AEST
Is your AI work creating real value?
Stop measuring AI by technical performance alone. This practical workshop is the final step in building the product management skills you and your team need for 2027.