AI SuccessFactors
AI SuccessFactors Podcast helps enterprises adopt AI and help build the organization's analytical capabilities. In the show, we feature enterprise leaders and talk about AI Strategy and AI adoption. The interviews are focused on laying out the nuances of building an AI-powered organization.
AI SuccessFactors
Scaling AI: Why Task-Level Wins Don’t Move the P&L
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Episode Summary
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
Guest: Wes Herzik, Executive Director – Enterprise AI Transformation & Operations, JPMorganChase
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