AI for Customer Insights
Accelerate your career as a product manager. This hands-on micro-credential equips you to leverage AI tools to uncover actionable patterns and anticipate customer needs.
Who this is for, and who it isn't
Built for
- Product Managers and Product Owners
- UX researchers and customer insight leads
- Marketing analysts and growth team members
- Customer success leads handling feedback
- Anyone synthesizing customer signal at scale
Not for
- People wanting full data science training
- ML engineers building models
- Non-product roles without customer feedback exposure
Customer research is being augmented by AI. PMs without AI-insight workflows lose to those who synthesize feedback faster.
Customer interviews, NPS surveys, support tickets, product analytics. The volume of customer signal has exploded. AI synthesizes it far faster than manual analysis. PMs and researchers who adopt AI workflows surface patterns faster and inform roadmaps with current signal. The rest work with stale insight while competitors ship faster.
The transformation
Before AI-CI
- Customer interviews take weeks to analyze
- Insights buried in transcripts and tickets
- Intuition-driven product decisions
- Quarterly research cycle (too slow for AI era)
- Feedback synthesized by hand
After AI-CI
- AI synthesizes interviews quickly
- Patterns surface fast from large datasets
- Decisions backed by current customer data
- Weekly research cycle becomes possible
- Synthesis automated, insight human
Measurable outcomes
- Faster insight-to-action cycle (alumni report it consistently)
- More validated product decisions
- Roadmap informed by current customer signal
- Reputation for evidence-driven product work
- Skills transfer across product, marketing, success
Curriculum & certification
Executive overview
3 hours of intensive, live instructor-led training. Explore how AI can deepen your understanding of customers. Gain hands-on AI experience applying tools to generate actionable insights.
Curriculum architecture
- Explore how AI deepens customer understanding
- Hands-on AI Experience with case studies
- Generate actionable customer insights
- Translate insights into product development
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 Customer Insights 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 (insight prompts, synthesis 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
- Out-researched by AI-native PMs
- Insights stale by the time they reach the team
- Roadmap built on outdated assumptions
- Customer empathy decays over time
- Career stalls at execution-only PM
If you move
- Lead customer-centric product orgs
- Trusted to inform product strategy
- Voice in roadmap and prioritization
- Skills transfer to marketing, success, research
- Foundation for senior PM and research roles
Live cohort. One time.
Earned in one live class. No exam.
Why? Because AI-augmented insight wins. We're betting on it. You should too. Our alumni inform product decisions with current customer signal.
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 Customer Insights micro-credential? +
AI for Customer Insights 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 teaches product professionals to use generative AI to analyse customer data, uncover patterns and turn feedback into product decisions.
What will I learn in the AI for Customer Insights micro-credential? +
You will learn how to use advanced AI tools to rapidly analyze large user datasets, uncover hidden behavioral patterns, perform sentiment analysis, and translate raw data into actionable product strategies.
How does AI for Customer Insights help me and my team? +
You practise using AI tools on customer data such as interviews, surveys and support tickets, to surface patterns faster and translate them into product decisions, while keeping human judgement in the loop. For your team, it shortens the time from customer feedback to action.
Which job roles does AI for Customer Insights prepare me for? +
It suits product managers and product owners, UX researchers and customer insight leads, business analysts, marketing analysts and growth team members, and customer success leads who handle feedback.
How much does the AI for Customer Insights micro-credential cost? +
The live online AI for Customer Insights 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 Customer Insights class? +
The next live online AI for Customer Insights classes are: November 24, 2026, 1 PM - 4 PM Singapore / 4 PM - 7 PM Sydney. January 7, 2027, 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 Customer Insights live online or in person? +
Public AI for Customer Insights 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 Customer Insights class? +
AI for Customer Insights is a 3-hour live class. Upcoming classes run as 1 session x 3 hrs.
Is there a discount on AI for Customer Insights? +
AI for Customer Insights 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 Customer Insights seat? +
Every seat includes the 3-hour live, ICAgile-accredited class and your ICAgile AI for Customer Insights 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 Customer Insights? +
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 an exam for the AI for Customer Insights micro-credential? +
No. There is no exam. You earn the AI for Customer Insights 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 this ICAgile micro-credential expire? +
No. Your ICAgile AI for Customer Insights credential is valid for life and never requires renewal fees or continuing education credits.
Do I need to be a data scientist to take this course? +
Absolutely not. This course is designed for Product Managers, Product Owners, and Agile Coaches. It teaches you how to use conversational AI to extract deep data insights without writing a single line of code or SQL.
What AI tools are used for customer insights in this training? +
You will get hands-on experience using leading Large Language Models (LLMs) such as ChatGPT (OpenAI), Claude (Anthropic), or Gemini (Google) to parse, analyze, and synthesize large qualitative and quantitative datasets.
How can AI improve customer insight gathering? +
AI tools can process large volumes of survey responses, reviews, and support tickets quickly. It identifies overarching sentiments, highlights hidden pain points, and synthesizes data much faster than manual human analysis.
Will I learn sentiment analysis in this course? +
Yes. A core component of the curriculum is teaching you how to engineer specific prompts that force AI to accurately gauge the emotional sentiment of user feedback, feature requests, and product reviews.
Can I use free AI tools for this class? +
Yes, free versions of conversational AI tools can be used. However, having access to advanced models (like ChatGPT Plus or Claude Pro) will allow you to handle larger datasets and get the absolute most out of the exercises.
