Agentic AI turns factory insights into automated actions

Embed agentic AI into predictive maintenance, quality control, and line operations, enabling real-time responses that minimize downtime and ensure compliance.

Our tax consultant built a no-code automation engine for SAP procurement. What took 3–4 people is now fully automated and auditable.

Trusted by leading manufacturers and automotive companies

  • Mercedes-Benz
  • Daimler
  • Toyota
  • Airbus
  • Bosch
  • CNH Industrial
  • Harman
  • Infineon
  • iTAC Software
  • Kisters
  • 69%

    of manufacturing CEOs say they are actively disrupting their industry rather than waiting to be disrupted

    Source: KPMG

  • 46%

    plan to deploy AI across production—but only 16% report realizing impact at scale without orchestration

    Source: Deloitte

  • 80%+

    of manufacturing execs say smart manufacturing will be the main driver of competitiveness over the next 3 years

    Source: McKinsey

Where intelligent execution meets industrial scale

Modern manufacturing moves fast, until it doesn't. From unplanned downtime to broken handoffs between systems, the gap between AI insight and actual execution still costs time, quality, and margin.

Connect AI, machines, and teams to turn alerts into action, decisions into delivery, and bottlenecks into throughput.

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High impact use cases

  • Production Line Exception Handling

    Identify issues instantly and coordinate escalation, intervention, and recovery to minimize downtime and keep production on track.

  • Supplier Risk and Delay Response

    When risks or delays hit the supply chain, dynamically adjust production schedules, reroute orders, or escalate sourcing decisions through governed, traceable processes.

  • Equipment Maintenance Orchestration

    Connect IoT signals to maintenance systems and technicians. When anomalies surface, trigger inspections, work orders, and part replacements with full audit visibility.

  • Order-to-Delivery Optimization

    Orchestrate fulfillment across ERP, MES, WMS, and logistics partners. Eliminate bottlenecks, shorten lead times, and respond to last-minute changes with control.

Agentic AI turns factory insights into automated actions

Embed agentic AI into predictive maintenance, quality control, and line operations, enabling real-time responses that minimize downtime and ensure compliance.

Competing imperatives in modern manufacturing

  • Design governed AI agents

    Create production-ready agents with built-in guardrails, stateful memory, and complete traceability for high-stakes environments.

  • Run multi-agent workflows

    Coordinate specialized agents with factory systems and teams to handle complex, exception-driven production flows reliably.

  • Automate mission-critical operations

    Integrate AI into core manufacturing processes to deliver end-to-end outcomes on a single, scalable platform.

Agentic BPMN powers trusted automation

As the global standard for visualizing processes, Business Process Model and Notation (BPMN) is the perfect way to design agent behavior for trust and autonomy. We've extended BPMN to support advanced deterministic and dynamic workflow patterns—giving manufacturers full visibility and control over every automated decision.

Manufacturing needs resilient, adaptable, and transparent operations

Sometimes speed creates risk

Global supply chains, shifting demand, and Industry 4.0 are reshaping the manufacturing landscape. While AI and automation promise efficiency, without the right execution layer they often introduce fragility, silos, and compliance gaps.

Process execution streamlines complexity

To thrive, manufacturers must connect systems, people, and AI into orchestrated processes that minimize downtime, reduce complexity, and ensure compliance—from the plant floor to the supply chain.

  • Maximize production uptime

    Downtime is costly, and delays cascade across the value chain. Camunda enables faster detection, escalation, and resolution so production keeps moving.

  • Adapt to change without disruption

    Manufacturers rely on SAP, MES, PLM, and other core platforms. Camunda integrates legacy and modern systems, adapting processes without rip-and-replace.

  • Accelerate innovation safely

    Industry 4.0 requires experimentation with AI, machine vision, and new digital tools. Camunda lets teams pilot and scale innovations while retaining full governance.

  • Guarantee quality and safety

    Every production step is governed and traceable, ensuring products meet standards, teams work safely, and audits happen without slowing operations.

93%

say full AI integration gives lasting advantage

Source: KPMG

89%

plan to deploy AI across production—but only 16% report realizing impact

Source: BCG

92%

of manufacturing execs say smart manufacturing will be the main driver of competitiveness over the next 3 years

Source: Deloitte

Business value you can trace, scale, and repeat

Camunda gives manufacturers a developer-friendly platform to reduce downtime, adapt faster, and scale innovation without disrupting safety or compliance.


  • Maximize uptime

    Orchestrate rapid detection and resolution of machine or supply disruptions to keep production moving.

  • Improve fulfillment speed

    Coordinate ERP, MES, and logistics systems to accelerate delivery and reduce lead time variability.

  • Reduce maintenance costs

    Trigger inspections and repairs automatically based on real-time signals to minimize downtime.

  • Operationalize AI

    Put AI to work by embedding it in the processes that run your business.

  • Strengthen compliance

    Ensure every action is documented, every decision is accountable, and nothing falls through the cracks.

  • Modernize without replatforming

    Connect old and new systems using open standards, so you can move fast without rebuilding everything.

Plant & operations leaders

Production engineers

Supply chain & sourcing

Quality & compliance

Oversee day-to-day factory operations, staffing, and output across sites and lines.

Design and manage production processes, systems, and exceptions.

Manage inbound materials, vendor coordination, and inventory flow.

Ensure adherence to safety, regulatory, and internal quality standards.

Trigger alerts, escalations, and remediation instantly when issues hit the line.

Trigger resolution paths for machine faults, material issues, or missed specs.

Adjust schedules or reroute sourcing based on delays, quality flags, or shortages.

Apply rules and inspections automatically across every production step.

Agentic AI is reshaping manufacturing. Camunda brings the structure to scale it.

Manufacturers are using autonomous agents to reallocate materials, adapt production flows, and respond to supply chain signals in real time. But when agent decisions run outside governed execution, they can cause failures, downtime, or compliance violations.

Camunda lets you model deterministic logic and dynamic agent behavior in a single, orchestrated process. Every agent action is traceable, rule-aligned, and designed to work inside complex, long-running operations—so AI decisions stay controlled even when conditions change.

Agentic BPMN makes this possible.

It provides a shared execution model for designing how agents reason, act, and respond to machines, systems, and humans. Adaptive logic and strict control coexist in one transparent process—ready for scale, audit, and real-world manufacturing complexity.

  • Shop floor to supply chain

    AI signals trigger in real-time across MES, ERP, and the factory floor without custom glue code.

  • Resilient production loops

    Long-running processes persist through machine downtime, supply delays, and changeovers.

  • Compliance-ready by default

    Track every override, escalation, and spec variation for ISO, safety, or customer compliance.

  • Integrates plant to partner

    Orchestrate PLM, SCADA, WMS, and partner APIs without replatforming.

  • AI that powers real output

    Camunda gives AI the guardrails to adapt operations, not just analyze them.

With Camunda, we are refining our process management. This is reflected in both security as well as effective, controlled, and lean processes, which allows us to reduce costs.

Dr. Peter Faust

Head of Central Process Management · Audi

Field-tested in manufacturing at scale

Camunda is orchestrating manufacturing operations across the world including:


FEATURED STORY

Rosen Group uses Camunda 8 to orchestrate machine learning pipelines that detect defects in critical industrial infrastructure. By integrating Kubeflow with Camunda, they've automated inspection workflows to accelerate predictive maintenance and ensure operational safety at scale.

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Revolutionizing inline inspections: Machine learning meets C8

Mario Micudaj & Jannes Bruns

Operationalize agentic AI with execution infrastructure for manufacturing

Camunda transforms AI decisions into precise, coordinated actions, bridging intelligence and execution across supply chains, production systems, and engineering environments—so your AI investments deliver measurable output, not just insights.

Accelerate your project with the help of our global expert network

Our network of trusted partners bring deep industry knowledge to help you achieve your process orchestration goals faster.

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Developers love our documentation (and training)

Join our vibrant community of developers and process engineers.

  • Helpful documentation

    Get all step-by-step guides and reference docs to understand supported environments, releases, dependencies, and more.

  • On-Demand training

    Camunda Academy provides anyone with free, unlimited on-demand training on subjects like BPMN, DMN, and Camunda.

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