AI for Product Discovery
Product discovery sets the foundation for innovation. Leverage AI to uncover unmet customer needs, analyze behavioral patterns, and test product hypotheses faster.
Who this is for, and who it isn't
Built for
- PMs and POs running product discovery
- UX researchers validating ideas
- Founders testing product hypotheses
- Discovery leads in product orgs
- Innovation team members
Not for
- Pure delivery-focused PMs
- Engineers building features (not discovering them)
- People allergic to ambiguity
Discovery cycles that took quarters now take weeks with AI.
Discovery used to be the slow part of product work. AI-driven discovery (interview synthesis, market analysis, prototype evaluation) speeds it up considerably. Teams that adopt these workflows ship discovery-validated products faster than competitors. PMs stuck in opinion-driven discovery quietly lose ground every quarter.
The transformation
Before AI-PD
- Discovery drags on for months with vague output
- Opinion-driven validation (gut, not data)
- Hard to defend discovery to execs
- Discovery often skipped under deadline pressure
- Discovery artifacts forgotten quickly
After AI-PD
- Faster, AI-driven discovery
- Quantitative validation of every hypothesis
- Defensible discoveries with evidence trail
- Discovery becomes core to every roadmap conversation
- Discovery artifacts integrated into product knowledge base
Measurable outcomes
- Faster speed to validated bets
- Less feature waste
- Visible discovery practice (execs see the value)
- Reputation as a validated-learning PM
- Foundation for senior PM roles
Curriculum & certification
Executive overview
3 hours of practical, live learning. This micro-credential provides hands-on experience applying AI tools to accelerate and enhance product discovery work.
Curriculum architecture
- Identify Real Customer Problems
- Analyze interviews and surveys with AI
- Expand and Refine Ideas
- Create Discovery Artifacts
- Design prototypes and journey maps with AI
Why this course
Certification criteria
Accredited by ICAgile. Includes ongoing assessment throughout the class and a final practical assessment.
Prerequisites
Basic knowledge of what AI is, agile principles, values, and mindset.
Related pathways
Most learners pair this with one of these next:
Beyond the certification
Every cohort comes with all of the following:
- ICAgile AI for Product Discovery micro-credential (recognized globally)
- 140+ Agile & Professional Tools Library (free lifetime access)
- Alumni network access (peer support and ongoing updates)
- AI-Agile Operating Model Framework (live on agilevisa.com)
- Case Studies: 10 real Agile + AI transformations (before/after metrics)
- AI Toolkit Reference (discovery prompts, prototype patterns, validation flows)
Included with your seat
- Materials are yours once shared
- Alumni network for peer support
- Be part of our mission to democratize AI + Agile
A global community of practitioners
Risk of waiting vs reward of moving
If you wait
- Discovery becomes a bottleneck on every initiative
- AI-native PMs out-discover you
- Products built on guess get out-shipped
- Roadmap defended with opinion not evidence
- Career stalls at execution-only PM
If you move
- Ship discovery-validated products faster
- Build culture of validated learning
- Visibility with execs on discovery work
- Skills transfer across product, design, founders
- Foundation for advanced product micro-credentials
Live cohort. One time.
Earned in one live class. No exam.
Why? Because AI-driven discovery accelerates outcomes. We're betting on it. You should too.
Training 6+ practitioners? Talk to us.
For groups of 6 or more, we run dedicated cohorts with custom case studies, volume pricing, and post-cohort coaching. Most quotes go out within 24 hours.
What's in a corporate cohort
- Dedicated cohort for your team only
- Custom case studies from your industry
- Volume pricing for 6+ seats
- Trainer-led + AI-augmented delivery
- Cohort alumni network
- Optional executive briefing for sponsors
Payment plan
Ready to reserve your seat?
See all upcoming cohorts, local pricing, and faculty. Reserve in under 60 seconds.
Frequently asked
What is the ICAgile AI for Product Discovery course? +
AI for Product Discovery is an ICAgile micro-credential. ICAgile calls it a micro-credential rather than a certification: a short, skill-focused credential you earn in one 3-hour live class. The class equips product teams to use AI in the early stages of product development, from ideation to testing and validating product hypotheses.
How does AI for Product Discovery help me and my team? +
You practise using AI to identify real customer problems, analyse interviews and surveys, expand and refine ideas, and create discovery artifacts such as prototypes and journey maps. For your team, it means faster, better evidenced discovery, with human judgement and direct customer contact still at the centre.
Which job roles does AI for Product Discovery prepare me for? +
It suits product managers and product owners who run discovery, UX researchers and designers who validate ideas, discovery and innovation leads, and founders testing product hypotheses.
How much does the AI for Product Discovery micro-credential cost? +
The live online AI for Product Discovery micro-credential costs US$399 per seat. The price box on this page shows the seat price for your country, in your local currency, and checkout charges that amount.
When is the next AI for Product Discovery class? +
The next live online AI for Product Discovery classes are: November 5, 2026, 1 PM - 4 PM Singapore / 4 PM - 7 PM Sydney. December 17, 2026, 1 PM - 4 PM Singapore / 4 PM - 7 PM Sydney. Open Upcoming Schedules on this page to book a seat. Companies with 6 or more people can also ask us for private dates.
Is AI for Product Discovery live online or in person? +
Public AI for Product Discovery classes run live online with a trainer. For company teams we also run private classes, on-site at your premises or live online. Delivered in English. Trainers for Arabic, Spanish, Bahasa Malaysia, German or French can be arranged for company cohorts on request.
How long is the AI for Product Discovery class? +
AI for Product Discovery is a 3-hour live class. Upcoming classes run as 1 session x 3 hrs.
Is there a discount on AI for Product Discovery? +
AI for Product Discovery is not sold as part of a combo. For 6 or more people from one company, we run a private class with company pricing: ask us for a quote.
Can my company pay by invoice or purchase order? +
Yes. Company buyers: send the form; we quote, accept purchase orders, complete your supplier onboarding forms (including W-8BEN-E on request), and share tax, insurance and data protection documents directly with your procurement team. Read more: Company invoice or purchase order.
Can I cancel or move my seat? +
Yes. With 16 or more days notice before the first class day, you get a 90% refund; the 10% administrative fee is non-refundable. With 8 to 15 days notice, you get a 50% refund, or you can move once to a later cohort for a 10% administrative fee, which is non-refundable. With 7 days notice or less, there is no refund. Full terms: refund policy.
What is included with an AI for Product Discovery seat? +
Every seat includes the 3-hour live, ICAgile-accredited class and your ICAgile AI for Product Discovery micro-credential. The extras that come with every class, such as alumni network access, are listed under What's included on this page.
Are there prerequisites for AI for Product Discovery? +
There are no formal entry requirements. We recommend a basic understanding of what AI is and of agile principles, values and mindset. You do not need to code.
Is there a formal exam to earn this micro-credential? +
No. There is no exam. You earn the AI for Product Discovery micro-credential by taking part in the full live class, including its hands-on exercises with AI tools and a final practical assessment. The micro-credential is then issued to you.
Does the AI for Product Discovery micro-credential require annual renewal? +
No. Like other ICAgile credentials, it has no annual renewal or maintenance fee.
How does Artificial Intelligence accelerate product discovery? +
AI can instantly generate diverse user personas, draft interview scripts, synthesize market research, and help design preliminary user journey maps, which shortens the discovery phase.
Will this course teach me how to create user personas with AI? +
Yes. You will learn advanced prompt engineering techniques to instruct AI to generate highly detailed, data-backed user personas and map out their potential pain points and motivations.
Can AI help validate product hypotheses? +
Yes. AI can be used to analyze competitor products, simulate customer reactions to proposed features, and structure lean experiments to validate your product hypotheses before you invest in expensive software development.
Does AI replace human researchers in product discovery? +
No. AI is a powerful thought partner and accelerator, but human empathy, strategic judgment, and direct customer interactions remain essential. This course teaches you how to balance AI efficiency with human insight.
What is the format of this 3-hour live AI class? +
The class is highly interactive. Rather than sitting through endless slides, you will be placed in breakout rooms to actively engineer prompts and solve real-world product discovery challenges using AI.
