AI Hype vs. Real Value

AI Hype vs. Real Value

July 24, 2026 Β· 43 min

About this episode

Manish Dasaur discusses the challenges and strategies for successful enterprise AI implementation.

Manish Dasaur is a Managing Director at PwC with over 20 years in data and AI, having helped 100+ clients navigate AI disruption and extract real business value from data, AI, and agentic AI initiatives. In this episode, he breaks down why most enterprise AI programs stall β€” and the playbook the winners are using instead. Huge thanks to PwC for supporting this episode! πŸ’° The 30% benchmark β€” What "good" actually looks like: real efficiency gains clients are reporting across engineering, finance, HR, and supply chain πŸ”„ Workflows, not use cases β€” Why isolated pilots and POCs never show up in EBITDA, and how end-to-end workflow redesign does πŸ§ͺ Champion vs. challenger β€” Running a control group against your AI-automated process so ROI is demonstrated, not guessed πŸ“ž Why customer care agents are still freaking hard β€” Context, CDP integration, billing systems, and voice-to-voice latency πŸ’Έ Tokenomics & FinOps β€” Consumption-based cost surprises, model selection, prompt engineering, and enforcing cost-per-workflow budgets πŸ” Auditing agentic behavior β€” Using AI to test AI, the missing "SOC 2 for agents," and certifying agents for sensitive use cases πŸ‘€ Human in…

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PwC

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