AGENTIC AI - The Future of Work and the Agents Building It

ServiceNow Podcasts23mApril 2, 2026

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AI-Generated Summary

This episode of ServiceNow Insights dives deep into the transformative potential of agentic AI, tracing its evolution from basic automation to intelligent, autonomous systems that act on behalf of humans. Host Bobby Brill explores how ServiceNow is building a hierarchical agent architecture—featuring specialized agents, an orchestrator, and a user-facing interface—to handle complex, dynamic workflows with human-like reasoning. Real-world examples like Agent Ada, a data analysis agent that tailors insights based on user role and intent, demonstrate how agentic AI can turn raw data into actionable business stories. The episode also tackles the critical challenge of trust, introducing InsightBench—a benchmarking framework that uses AI to evaluate the accuracy, depth, and actionability of AI-generated insights, ensuring they’re not just plausible but verifiable. Together, these advancements signal a shift from reactive tools to proactive, intelligent partners in enterprise work.

Key Takeaways
1

Agentic AI goes beyond automation by autonomously handling complex, variable tasks using goal-oriented reasoning and context-aware decision-making.

2

ServiceNow’s agent hierarchy—orchestrator, specialized agents, and tools—enables scalable, secure, and human-aligned AI workflows.

3

Agents like Agent Ada personalize insights based on user role and intent, transforming raw data into strategic narratives actionable by business teams.

4

Trust in AI requires more than accuracy: InsightBench uses AI to evaluate AI, ensuring insights are truthful, deep, and actionable.

5

The real value of agentic AI lies in reducing human effort—saving up to 200,000 hours annually in enterprise operations by automating high-volume tasks.

Chapters
0:00
1 min

Introduction to Agentic AI

Host Bobby Brill sets the stage for the episode, introducing the core themes of agentic AI, its relevance across industries, and the purpose of this episode: to provide a comprehensive overview of what agentic AI is, how it works, and why trust matters.

1:00
4 min

From Automation to Agentic AI

Agentic AI is not just responding to queries—it’s planning, reasoning, and adapting like a real analyst.

Highlight
5:00
5 min

The Agent Hierarchy at ServiceNow

The orchestrator picks the right agents, and the agents pick the right tools—like a pyramid with the human at the center.

Highlight
10:00
5 min

Agent Ada: AI That Tells a Story

The same data tells a completely different story depending on who’s asking.

Highlight
15:00
5 min

The Trust Challenge: Evaluating AI Insights

We use AI to evaluate AI, so we can keep it honest at scale.

Highlight
High-Impact Quotes
We use AI to evaluate AI, so we can keep it honest at scale.
Issam Laraji18:28
Viral: 90.0
Agentic AI is not just responding to queries—it’s planning, reasoning, and adapting like a real analyst.
Rita Castillo5:30
Viral: 85.0
The same data tells a completely different story depending on who’s asking.
Amruta Ramesh14:20
Viral: 80.0
Speakers

Host

Bobby Brill

Guests

Rita CastilloAmruta RameshIssam LarajiAnitha Raghavan
Topics Discussed
Agentic AI Evolution95%AI Agent Architecture90%Trust and Verification in AI88%Personalized AI Insights85%AI Benchmarking Frameworks82%Enterprise Workflow Automation80%Data-Driven Decision Making78%Human-AI Collaboration75%
People & Brands

ServiceNow

organization

25xPositive

Agent Ada

product

10xPositive

Rita Castillo

person

8xPositive

LLM

other

7xNeutral

InsightBench

product

6xPositive

Amruta Ramesh

person

6xPositive

Issam Laraji

person

4xPositive

Anitha Raghavan

person

4xPositive

Now Assist

product

3xPositive

ChatGPT

product

2xNeutral

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