Call Me Data by All In On Data

Unbiased, unstructured, and unfiltered - just like data.

Join the data experts from All In On Data, Peter Memon and David Gleason every Thursday as they unpack the week’s biggest headlines in artificial intelligence, explore transformative data trends, and answer real-world questions from business leaders and curious minds alike.

With over 60 years of combined experience in data strategy, architecture, analytics, and engineering, Peter and David bring deep expertise and ethics with zero fluff. Whether you're building a company, leading a team, or simply trying to keep pace with AI's innovation, Call Me Data provides you with the tools to understand and apply the latest advancements in AI and Tech quickly.

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Call Me Data by All In On Data

Is "AI Work Slop" Just Hogwash??

October 16, 2025 • All In On Data • Season 1 • Episode 33

Is “Work Slop” quietly killing productivity in your company? In this episode, David and Peter break down how poorly applied AI tools—especially generative ones—are flooding workplaces with low-quality output and wasted effort.

They explore why this is more of a leadership problem than a tech issue, and share frameworks like “Pilot vs Passenger” to help teams use AI effectively.

00:00 The Impact of AI on Productivity
05:52 The Role of Human Behavior in AI Utilization
11:48 Cognitive Offloading and Its Consequences
17:50 The Misconception of AI ROI
23:34 Strategies for Effective AI Integration
29:19 Embedding AI for Real Productivity Gains
34:45 Challenges in Leveraging AI Effectively
41:24 Using AI as a Quality Assurance Tool
49:16 Grounding AI Responses with Real Content
55:29 The Human Element in AI Utilization
01:00:32 The Future of AI in Organizations

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

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https://www.allinondata.com
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About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

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