AI product integration: the good, the bad, the ugly -- and how to NAVIGATE it

Join this session to learn actionable, step-by-step advice on connecting your product and roadmap to bringing customer value, connecting business questions to growth metrics, and uncovering product-led growth loops.

Bonus: This workshop will also prepare start-ups for AI due diligence, which may come up in pitch decks, pitches, Data Rooms, and follow-up conversations.

Speaker

• (v 1.1.1) Product-Led Growth: Step-by-Step. Grid110. April 25, 2025. (slides, recording)

• (v. 1.0.1) AI Product Integration: The Good, The Bad, The Ugly + How to Navigate It. Mucker Capital. Mucker Growth Day at LATechWeek. October 15, 2024. (slides)

• (v. 0.0.1-- 0.2.1) Power of Data for Product Market Fit. (2020 -- 2023)

To Learn More from Me

• (Free) Accelerator mentor

• (Free) Founder FAQs on my blog

• (Free) AMAs: announce on LinkedIn + website

• ($$) VC Perspective: Pitch Deck Diligence (VC Step 1)

• ($$) VC Perspective: Pitch Diligence (VC Step 2)

• ($$$) VC Perspective: AI Diligence (VC Step 3)

• ($$$) VC Perspective: AI + Data Room Diligence (VC Step 4)

Founders May Also Like:

• Dear Advisor: How do I Prepare for AI Technical Due Diligence?

• Advice from Due Diligence of 50+ Pitch Decks:  Advice for Aligning Product, Technology, and AI in your Pitch Deck Story

VCs May Also Like:

• Evaluating Retention: Advice for (Early-Stage Start-up) Diligence 

• AI Due Diligence Questionnaire to support you in pitch diligence 

• Part 1: Overview of What to Evaluate in AI Due Diligence 

• Part 2: AI Algorithm Illusions: 8 Ways it Looks Superior but Falls Short (or) What to Watch out for in AI Startups: Advice for AI Due Diligence 

References:

• Images: https://pmac-agpc.ca/project-management-tree-swing-story and http://blog.functionalfun.net/2008/09/are-your-projects-like-this.html