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Data and AI eXchange (DAX) by Unolabs
Dax By Unolabs
10 episodes
3 days ago
Welcome to Data and AI Exchange (DAX) by UnoLabs – the podcast for bold conversations in AI, data science, and enterprise tech. Hosted by Akshay Raj and Prateek Tandon, we explore the real stories, use cases, and controversies behind AI’s rise — from prompt engineering and agentic AI to ethical dilemmas and automation trends. Expect: – Deep-dive episodes (2x/month) – Expert interviews and hot takes – Enterprise use cases and career insights – Shorts that simplify complex topics
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Technology
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All content for Data and AI eXchange (DAX) by Unolabs is the property of Dax By Unolabs and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to Data and AI Exchange (DAX) by UnoLabs – the podcast for bold conversations in AI, data science, and enterprise tech. Hosted by Akshay Raj and Prateek Tandon, we explore the real stories, use cases, and controversies behind AI’s rise — from prompt engineering and agentic AI to ethical dilemmas and automation trends. Expect: – Deep-dive episodes (2x/month) – Expert interviews and hot takes – Enterprise use cases and career insights – Shorts that simplify complex topics
Show more...
Technology
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The Agentic AI Future: Transforming Work and Organizations
Data and AI eXchange (DAX) by Unolabs
19 minutes 47 seconds
4 months ago
The Agentic AI Future: Transforming Work and Organizations

The Agentic AI Future: Transforming Work and Organizations

Agentic AI represents a rapid evolution beyond current generative AI, creating autonomous agents that execute tasks, apply judgment, and learn independently. This transformation is reshaping both human roles and organizational structures.

Human Role Evolution:Work will shift as AI becomes a "parallel workforce" alongside humans. AI agents will automate end-to-end processes while augmenting human capabilities, making work "better, faster, more efficient." Rather than just replacing jobs, companies may use AI as "digital labor" to boost productivity while maintaining headcount.

Essential human skills will focus on empathy, emotional intelligence, and fostering connections—areas where the "human touch" remains crucial. New roles like prompt engineers and content specialists will emerge to teach, train, and tune AI agents. Organizations will need large-scale reskilling programs to repurpose workers whose tasks become automated.

A key challenge is earning employee trust. While newer workers embrace AI's ease of use, tenured employees may resist, fearing replacement or distrusting the "AI black box." Clear leadership mandates and role modeling are essential for adoption.

Organizational Structure Changes:Traditional org charts will evolve to include both human employees and AI agents, creating truly hybrid workforces. Some companies already measure capacity in both full-time employees (FTEs) and agent deployments. "Zero-FTE departments" may emerge where agents handle entire functions with humans in oversight roles.

The focus shifts from "org charts" to "work charts" emphasizing tasks over hierarchy. Business functions will define AI capacity needs, IT will develop agentic capabilities (potentially becoming "HR for AI agents"), and HR will lead change management, reskilling, and ensuring AI aligns with company values.

Leaders must evaluate joint human-AI performance and design flexible operating models to adapt to rapidly changing AI technology.

Despite security and usability challenges, widespread adoption is expected within 18-24 months, promising unprecedented personalization at scale and freeing humans for more fulfilling, creative work emphasizing human connection and empathy.

Data and AI eXchange (DAX) by Unolabs
Welcome to Data and AI Exchange (DAX) by UnoLabs – the podcast for bold conversations in AI, data science, and enterprise tech. Hosted by Akshay Raj and Prateek Tandon, we explore the real stories, use cases, and controversies behind AI’s rise — from prompt engineering and agentic AI to ethical dilemmas and automation trends. Expect: – Deep-dive episodes (2x/month) – Expert interviews and hot takes – Enterprise use cases and career insights – Shorts that simplify complex topics