AI Tool Sprawl Is Killing Enterprise ROI | Why Orchestration Matters More Than AI Features

Resolve

Jul 1, 2026

Enterprise AI adoption is accelerating, but are organizations actually solving business problems or just adding more tools?

In this episode of Agents of IT, Fran Fernandez (Chief Product Officer at Resolve) and Zach Austin (Director of Product Marketing) explore one of the biggest challenges facing enterprise IT in 2026: AI tool sprawl.

They discuss why many organizations struggle to demonstrate ROI from AI investments, how disconnected AI assistants create operational complexity, and why orchestration, automation, and context have become the real differentiators for enterprise AI success.

You'll learn why simply deploying AI isn't enough. Organizations need intelligent orchestration that connects systems, automates workflows, and delivers measurable business outcomes.

In this episode:
Why enterprise AI adoption is outpacing strategy
The hidden costs of AI tool sprawl and AI fatigue
Why AI pilots fail to scale across the enterprise
How orchestration creates measurable AI ROI
The growing impact of AI token pricing and licensing costs
Why context is essential for autonomous AI agents
How agentic AI and intelligent automation reduce ticket volume
Practical strategies for building an AI roadmap that delivers results

Whether you're a CIO, IT Operations leader, Service Desk Manager, Enterprise Architect, or Automation Engineer, this discussion offers practical guidance for moving beyond AI hype toward real business value.

Learn more about Resolve and Agentic Automation:
https://www.resolve.io

Subscribe for more conversations on AI, automation, orchestration, IT operations, and the future of the autonomous enterprise.

Chapters:

00:00 Introduction and Meet the Team

01:43 What Is AI Tool Sprawl?

03:59 AI Fatigue and the Enterprise AI Boom

10:17 Why AI Projects Struggle to Deliver ROI

13:57 The Hidden Costs of AI Tool Sprawl

17:28 Shadow IT Returns with AI

20:50 AI Tokens, Licensing, and Rising Costs

25:13 Why AI Alone Isn't Enough

26:52 The Missing Piece: Context and Orchestration