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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Further Resources

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5 Best Job Scheduling Software & Tools for IT Teams in 2026

It’s 6 a.m and the finance team is waiting on an overnight batch job that didn’t deliver at 2 a.m. The problem is nobody gets an alert until the report doesn’t show up. That single missed dependency can delay payroll, stall a data pipeline, or disrupt an SLA a regulator cares about. This is the daily reality for IT teams running dozens or hundreds of interdependent jobs across mainframes, cloud platforms, and everything in between. Job scheduling software solves this by automatically triggering, sequencing, and monitoring tasks across your IT environment so you are not relying on cron jobs, spreadsheets, or a handful of engineers who know where all the bodies are buried. Below, we compare the five job scheduling and workload automation platforms enterprise IT teams evaluate most often in 2026, covering features, pricing, and exactly who each tool is built for.

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Workflow Orchestration: How It Works, Use Cases, & Tools

A batch job finishes on one system. Nobody tells the next system to start, so three teams spend the next two hours on a call trying to figure out which of them broke it. This is what happens without workflow orchestration: coordinating automated tasks, data, and dependencies across systems so a process runs end to end without a human stitching the pieces together manually. Unplanned downtime now costs Global 2000 companies $600 billion a year, up 50% in just two years, according to Splunk and Oxford Economics. A meaningful share of that traces back to exactly this kind of gap: automated tasks that run fine individually but were never orchestrated as a connected process. Below, we break down what workflow orchestration actually involves, how it works step by step, where it differs from automation, and which platforms enterprise IT teams are evaluating in 2026.

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7 Best Broadcom Automic Alternatives & Competitors for Enterprise IT in 2026

Are you evaluating a Broadcom alternative for enterprise workload automation? You’re likely already dealing with rising license costs, unpredictable renewal terms, or a scheduler that hasn't kept pace with your hybrid cloud strategy. You're not alone. Gartner’s 2026 Magic Quadrant for Service Orchestration and Automation Platforms (SOAP) notes that Broadcom customers have reported friction around contract renewal pricing and a lack of self-service migration tooling, both of which are common triggers for a vendor switch. This guide covers the 7 best Broadcom alternatives for enterprise IT in 2026 so you can shortlist with confidence before you start a formal evaluation.

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