Orchestrate AI agents at enterprise scale.

BMC helps enterprises move from fragmented AI pilots to governed, production-ready agentic operations—with runtime control, observability, and multi-agent orchestration built in.

Enterprise AI doesn't stall at the model.
It stalls at scale—and that's exactly what BMC solves.

Governance at runtime.

Every agent operates within defined policies—enforced automatically, not left to developers.

Observability end to end.

Every action, model call, and tool use is tracked, auditable, and recoverable.

Reuse across the enterprise.

Agents are catalogued, versioned, and discoverable—not rebuilt from scratch every time.

Proven at production scale.

Control-M already runs the world's most critical workloads. Now it runs your agents.

What is agentic orchestration?

Agentic orchestration coordinates AI agents across systems, teams, and domains—with governance, observability, and recovery built in. Without it, agents remain isolated experiments. With it, they become production-ready operating components.

orchestration generic

Why do AI initiatives stall before they scale?

  •  Siloed agents can't be discovered, reused, or governed consistently 
  • Inconsistent policies mean governance breaks down at scale 
  • Leaders can't see what agents did, what they touched, or what they cost
  • Failures are hard to trace, recover, and explain 
  • Every new agent multiplies complexity, duplication, and risk

Agents aren't experiments. They're operating components that need governance, runtime control, and observability to run reliably at scale.
Control-M provides that foundation.

The platform enterprises already trust, extended to agents.

Control-M manages mission-critical dependencies across enterprise workflows. It enforces SLAs, retries, recovery, and observability at production scale. It operates across on-premises, cloud, and hybrid environments.

That operational discipline is what makes the BMC platform story credible—not speculative.

Design

Control-M creates agents with governance, identity, scope, and guardrails defined from the start.

Orchestrate

Control-M routes all activity through a single, secure runtime and coordinates agents across domains, systems, and workflows with structured delegation and event-driven execution.

Observe

Control-M tracks actions, tool use, model calls, costs, SLAs, and outcomes with full auditability and recovery logic.

Reuse

Control-M enables teams to discover, validate, version, and reuse agents instead of rebuilding from scratch.

See enterprise-grade
agentic orchestration in action

Why fragmented AI stacks fall short

 

           Custom AI Stack      Cloud-Native AI Services      BMC
Operating model Assembled team by team Strong inside one cloud Unified enterprise foundation
Governance Inconsistently defined in code and process Platform controls, limited to that environment Policy-controlled runtime-governance enforced in execution
Observability Logs if configured; fragmented by stack Native visibility in-cloud Full auditability across agents, tools, models, SLAs, and environments
Reuse Local to one team or project Local to one ecosystem Registry and catalog for governed enterprise reuse
Production control Recovery and dependency logic built manually Partial, and environment specific Dependencies retries, recovery, and operational discipline build in
Deployment Flexible but complex to govern Cloud-native bias On-premises, cloud, and hybrid

Agentic capabilities

Governance, orchestration, and observability—built into Control-M from the start






Where agentic orchestration delivers

Cross-domain operations

When incidents spike across systems, enterprises need agents that diagnose, triage, and coordinate response within defined guardrails—so operations teams protect service levels without losing control.

Finance and period close

When close cycles depend on data validation, reconciliation, and exception handling, enterprises need agents that coordinate tasks, surface issues, and keep processes observable and recoverable.

Data and pipeline operations

When upstream changes affect downstream workflows, enterprises need agents that detect changes, re-orchestrate dependent steps, and prevent silent failures.

Compliance and evidence workflows

When regulatory or audit deadlines approach, enterprises need agents that gather, validate, and package evidence with full traceability and policy control.

Trusted by teams that keep the world running.

Control-M
Sep 1, 2025
quote

Control-M provides agility and guarantee in the execution of processes. In my view, it is the company's most effective tool, processing all critical missions for clients. Any deviation, even if not due to Control-M, is capable of detecting it, making recovery much faster.

Jorge Suzano, Support Specialist at TIVIT

Information Technology & Services

201-500 employees

Read full review
Control-M and the Present and the Future
Aug 28, 2025
quote

Due to various integrations with different APIs, we have great possibilities for new products and solutions.

Rafael Modesto, Especialista Control-M at Cielo

Banking

1001-5000 employees

Read full review
My Control-M review
Aug 28, 2025
quote

A very effective tool for orchestration, routine automation, and extraction of compiled reports...

Erika Chamberlino, Analista at Bradesco Seguros

Banking

10,001+ employees

Read full review
Control-M
Aug 28, 2025
quote

Control-M is the best automation tool I've ever used on the market. Its versatility in connecting to many platforms helps with day-to-day work.

Verified Reviewer

Banking

5001-10,000 employees

Read full review
Control-M Review
Aug 28, 2025
quote

I use this tool daily and wouldn't consider using anything else.

Leonardo Bergamin, Estagiário em Analise de Produção at Bradesco S.A

Banking

10,001+ employees

Read full review
Control-M Production Support
Aug 21, 2025
quote

Simple to learn different functions in batch job scheduling and administrations. Efficiency in monitoring and trouble shooting.

Verified Reviewer

Business Supplies & Equipment

1001-5000 employees

Read full review
Control-M is awesome
Aug 16, 2025
quote

Control-M has demonstrated a positive ROI by enabling significant cost savings, improving service delivery speed and accuracy, and facilitating business expansion through automation and streamlined processes.

Verified Reviewer

Transportation/Trucking/Railroad

5001-10,000 employees

Read full review
Control-M Robert Mark Technologies
Aug 1, 2025
quote

I have used the product for over 20+ years. It is the best.

George Thorn, Control-M Consultant at Robert Mark Technologies

Information Technology & Services

11-50 employees

Read full review
Control-M: The Ultimate Tool for Workflow Management.
Jun 25, 2025
quote

Control-M stands out in the workload automation space for its robust orchestration capabilities, especially in complex, hybrid IT environmentsActiveBatch: Known for its rich integrations and intuitive workflow desig

Verified Reviewer

Banking

10,001+ employees

Read full review
Control-M Latest and Greatest
Jan 28, 2025
quote

Enhanced Control-M Automation API continues to evolve to give customers all the control and ownership they need to accelerate application delivery.

Verified Reviewer

Banking

10,001+ employees

Read full review
Grow UP with Business Automation - Control-M
Jan 22, 2025
quote

To automate the daily BAU tasks so that we can save many number of MAN hours, at the same time to transfer any data securely the MFT control module plays a crucial role.

Venkata Ramesh Nalapati, Control-M Administrator at SAB

Banking

5001-10,000 employees

Read full review
Control-M Automation at its best!
Jan 22, 2025
quote

Without the use of Control-M's automation our IT Department would be tasked with executing multiple scripts/tasks all day and night. That would NOT be efficient!

Jamie Adelglass, Manager Business Intelligence Systems at BBU INC

Consumer Goods

10,001+ employees

Read full review
The Control-M Review
Dec 17, 2024
quote

Very stable product and very good Support Org.

Verified Reviewer

Insurance

501-1000 employees

Read full review
Control-M workload automation has become an essential platform for our production activity
Nov 22, 2024
quote

With Control-M we are able to monitor major part of our critical batches. Our production is optimized and execution planning is shared with all stakeholders.

Verified Reviewer

Facilities Services

10,001+ employees

Read full review
The best for visibility
Nov 12, 2024
quote

We use Control-M to automate tasks on a schedule. This product has given us a central place to monitor jobs visually instead of going to each server to monitor Windows Scheduled tasks. This also lets non-admins run jobs as a self-service as well as be able to load balance tasks and Control-M servers.

Verified Reviewer

Utilities

501-1000 employees

Read full review
Happy with Control-M
Nov 12, 2024
quote

It’s well suited for what it’s designed for: workload automation. Honestly, it excels at this. Head and shoulders above other tools out there in my opinion.

Verified Reviewer

Utilities

1001-5000 employees

Read full review
Loving Control-M for 24 years and counting
Oct 16, 2024
quote

Loving Control-M for 24 years and counting

Verified Reviewer

Information Technology & Services

10,001+ employees

Read full review
Loving Control-M for 24 years and counting
Oct 16, 2024
quote

Cost Savings - by automating manual tasks we're able to reduce man-hours and be more accurate

Verified Reviewer

Information Technology & Services

10,001+ employees

Read full review
Excellent tool. Stable, resilient, user-friendly interface, but needs to evolve mainly in AI data analysis.
Oct 16, 2024
quote

Everything goes through Control-M. Today, we execute over 200,000 jobs in Control-M. Besides being impossible to execute this manually, Control-M prevents operational errors.

Verified Reviewer

Financial Services

1001-5000 employees

Read full review
BMC Control-M
Oct 16, 2024
quote

Control-M is used for job automation and coordination across many multiple applications and infra environments globally. This ensures dependencies are addressed, allows quick notification on failure and pinpoints where that failure is, and ensures jobs can be re-run when needed

Verified Reviewer

Entertainment

10,001+ employees

Read full review
BMC Control-M
Oct 16, 2024
quote

Allowed single automation platform rather than multiple team dependent or location dependent tools

Verified Reviewer

Entertainment

10,001+ employees

Read full review
Control-M is the BEST!
Oct 16, 2024
quote

I have worked with other job schedulers and Control-M had led the market since its introduction. The user-friendly GUI not only provides ease of use for the users, but also for the support teams.

Verified Reviewer

Insurance

501-1000 employees

Read full review
My Review of Control-M
Oct 16, 2024
quote

Control-M by far is the leader in this industry. The ease of use of the product and the ability to get others up to speed on using the product because of this is great.

Verified Reviewer

Hospitality

10,001+ employees

Read full review
Control-M Review
Oct 16, 2024
quote

Previously we used to run our workload in CA workload automation but it was not implemented right, then we decided to have a more robust tool with a good partner for implementation.

Rafael Ferreira da Silva, Solution Architect at Banpara

Banking

1001-5000 employees

Read full review
Control-M is still the future!
Oct 16, 2024
quote

Control-M is still the future!

Verified Reviewer

Information Technology & Services

51-200 employees

Read full review
Review of Control-M in DSP
Sep 27, 2024
quote

Control-M has given us the benefit of working with external agencies through its managed file transfer system. This has enabled us to work beyond our previous scope of work and brought the ability to bring us to the next level.

Pat Byrne, Higher Executive Officer at Dept Social Protection

Government Administration

5001-10,000 employees

Read full review
Best workload automation tool on the market.
Sep 19, 2024
quote

I started working with Control-M in 1996, and even though I stepped away from it for 10 years, I have seen continuous improvements. While checking the market for alternatives to Control-M, I have seen that there is nothing comparable.

Verified Reviewer

Furniture

10,001+ employees

Read full review
Bank run on Control-M
Aug 14, 2024
quote

Control-M has excellent features to integrate with other applications via Control Modules.

Verified Reviewer

Banking

10,001+ employees

Read full review
Gartner Logo

BMC named a Leader in the 2025 Gartner® Magic Quadrant for Service Orchestration and Automation Platforms

Frequently asked questions








BMC helps enterprises orchestrate AI agents at enterprise scale with Control-M—with the governance and operational control production requires.