Talk to Expert

Scaling AI: Why Task-Level Wins Don’t Move the P&L

— Wes Herzik, Executive Director – Enterprise AI Transformation & Operations, JPMorganChase

23:22 Minutes Exclusive Interview with Samual Matthew, Founder CEO, cognitive BI

57

listeners have already tuned into this episode.


24

minutes is all it takes to dive into this story!


In this episode of AI Success Factors, host Samuel Matthew sits down with Wes Herzik, Executive Director of Enterprise AI Transformation & Operations at JPMorganChase, to explore why many AI initiatives fail to deliver measurable business impact. Wes explains how organizations often get stuck optimizing isolated tasks instead of redesigning end-to-end workflows. The conversation dives into governance, federated operating models, and why change management must start early—especially as enterprises adopt agent-based AI systems. This episode is essential listening for CXOs looking to turn AI pilots into scalable, enterprise value.

Key Takeaways:

  • Task-level automation rarely delivers ROI without workflow redesign
  • Scaling AI is an operating-model and leadership challenge, not just a tech problem
  • Federated teams need shared capabilities, data, and governance guardrails
  • Early change management accelerates adoption and reduces risk

Featuring:

  • Host: Samuel Matthew, AI SuccessFactors Podcast, Host & AI Practitioner – LinkedIn
  • Guest: Wes Herzik, Executive Director – Enterprise AI Transformation & Operations, JPMorganChase – LinkedIn

Listen Here:

Enjoyed the episode?

Consider leaving us a five-star review!, share with colleagues, and subscribe for more insights on AI in action. Connect with us on LinkedIn, Twitter, and YouTube

Latest & Popular Podcasts on AI, ML and Big Data Analytics

Siva Chidambaram, VP – Cloud, Data & AI, Trellix

Inside a Private Equity–Backed SaaS: The Real Playbook for Enterprise AI

Duration: 34:26
Date: 17 Dec 2025

Pranamika Balaji, VP Data Analytics & AI, Citibank NA

AI for Growth: How Smaller Banks Compete and Win

Duration: 30:41
Date: 19 Nov 2025

Abhishek Gupta, Senior Leader – AI Products, Analog Devices

Beyond Chips: Embedding AI at the Core of Enterprise Innovation

Duration: 28:42
Date: 15 Oct 2025

Gregory A. Johnson, VP of Product Management for AI & ML, JPMorgan Chase

Product Leadership in AI: Why Sequencing Matters

Duration: 40:12
Date: 24 Sep 2025