EMA Research: Defining the Enterprise Control Plane

This Enterprise Associates Management (EMA) research reveals why orchestration, observability, and AI are converging – and how enterprises can build an enterprise control plane to govern outcomes across increasingly federated automation environments.

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Automation and AI now sit at the heart of critical business processes, spanning applications, infrastructure, data, and services across multiple platforms. In this world, it’s no longer enough to know that a workflow ran without errors. You need confidence that it delivered the outcome you intended.

This new analyst report explores how enterprises are building outcome assurance into their automation and AI strategies and how an emerging enterprise control plane can provide a common layer for governing those outcomes across diverse systems. It examines how organizations use this enterprise control plane to verify that decisions made by distributed systems are correct, governed, and aligned with business goals, even as those systems become more autonomous and interconnected.

What You’ll Learn From This Research

How leading enterprises design automation and AI initiatives with outcome validation built in from the start
Practical approaches to verifying that automated decisions remain compliant, accurate, and aligned with business intent
Ways to use observability, business metrics, and governance together to monitor not just “what ran,” but “what it achieved”
Examples of how organizations are phasing in autonomy, expanding system authority only as reliability and outcome stability are proven

Who Should Read This Report

This report is particularly valuable for:

CIOs and IT leaders responsible for the reliability and risk profile of AI-enabled operations
Heads of operations and shared services accountable for SLAs, process integrity, and business outcomes
Automation, orchestration, and observability leaders who need to connect run-time telemetry with business-level validation
Risk, compliance, and security teams tasked with governing automated and AI-driven decisions

Read the analyst report to learn how to:

Build outcome assurance into your automation and AI strategy
Measure and validate the real impact of automated decisions
Establish confidence in AI-augmented operations without slowing innovation

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