Dynamic Case Management | Mendix

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Dynamic Case Management with Mendix — Orchestrate the Unpredictable

Dynamic Case Management (DCM) — because processes demand agility when the stakes are high.

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What is DCM and how does it work?

The Challenge

Organizations often face processes that don’t fit neatly into fixed workflows. Scenarios like customer complaints, compliance reviews, or supply chain disruptions demand flexibility, transparency, and collaboration. With the right tools:

 

   Cases stall

   Compliance risk grows

   Employee productivity suffers

The Definition

Gartner® frames it best: “Case management focuses on automation of processes where each process instance is a unique situation requiring real-time automation of interactions among humans, systems, and agents, based on process context. Case Management is a prime example of a scenario where processes are unstructured or semi-structured and where exceptions are the norm.”

Typical DCM use cases

Dynamic Case Management is ideal for processes that are unstructured and full of unexpected twists. Scenarios include:

  • Insurance claims
  • Incident management
  • Citizen requests
  • Patient journeys
  • Regulatory compliance

Dynamic Case Management ensures adaptability and agility to keep every case moving forward, no matter how complex or unexpected the challenge may be.

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When is the right time to use DCM?

Not all processes are equal. From predictable workflows to more chaotic case management, Mendix ensures you can automate effectively across both sides of the spectrum.

Whether automating simple, straightforward workflows or complex exception-driven cases, Mendix adapts to your process needs.

simple workflow automation

dynamic case management

Process

Linear: pre-determined steps Non-linear: Ad hoc pathways

Focus

Process effciency Case outcomes

Category

Short lifecycles Unstructured, exception-rich cases

Collaboration

Limited actors/systems involved. Process spans fewer departments Real-time responses & adaptation. Requires collaboration across teams

Leverage DCM with Mendix

Whether automating simple, straightforward workflows or complex, exception-driven cases, Mendix adapts to your process needs.

Mendix brings a new twist to the dynamic process landscape. Process automation is no longer about predefined workflows alone. Enterprises now need to orchestrate dynamic, non-linear processes that involve unstructured data, unpredictable decisions, and cross-department collaboration; this is where DCM comes in.

Mendix DCM is:

  • Driven by market demand and the shift in low code towards diverse, complex processes hyper automation

  • Combines app development and process automation in one platform

  • Currently in private beta to co-shape with early adopters

  • Handles unpredictable, complex workflow directly in Studio Pro

  • Part of the BOAT automation story (Business Orchestration and Automation with Mendix), helping to unify your automation toolbox.

  • Expands Mendix strengths across UI, deployment, integrations, and business-IT collaboration into dynamic, exception-rich cases.

  • Based on the CMMN standard, meaning every path is possible unless explicitly constrained within the process.

Frequently Asked Questions

  • What is dynamic case management and how does it differ from BPM?

    Dynamic Case Management (DCM) is a flexible approach to managing processes that are unstructured, unpredictable, and exception driven. It focuses on achieving specific outcomes in cases where each process instance is unique and requires real-time decisions, collaboration, and adaptability.

    In contrast, Business Process Management (BPM) is designed for structured, routine, and linear processes. BPM emphasizes efficiency, standardization, and adherence to predefined workflows, and it works best in scenarios where the sequence of tasks follows a predictable path.

    The primary difference lies in the nature of the processes each approach is suited for. BPM works well for processes with minimal variation, where tasks and workflows are predefined. DCM thrives in environments where processes are non-linear, involve frequent exceptions, and require constant adaptation to changing circumstances. While BPM is focused on optimizing repeatable processes, DCM prioritizes managing unpredictable cases and delivering specific outcomes for each unique situation.

  • What are the main use cases for dynamic case management?

    Dynamic Case Management is ideal for processes where unpredictability and frequent exceptions are the norms. These processes often involve multiple actors, changing information, and require holistic, context-based decision-making.

    Common use cases include:

    • Insurance claims processing: Handle unexpected events and multiple forms of documentation.
    • Incident management: Respond dynamically to disruptions, tickets, or critical escalations.
    • Citizen requests: Address variable public service needs like permits or complaints.
    • Patient journeys: Manage healthcare scenarios with real-time updates and outcomes.
    • Regulatory compliance: Navigate audits, investigations, and dynamic reporting requirements.
    • Loan processing: Adapt to the unique requirements of each borrower.
      Product quality investigations: Respond to issues across the value chain flexibly.
  • What are the key benefits (ROI) of dynamic case management?

    Implementing Dynamic Case Management provides numerous business benefits, including quantifiable ROI through improved efficiency, quality, and outcomes.
    Key benefits include:

    • Flexibility and agility: Manage unstructured processes by adapting workflows in real time.
    • Improved outcomes: Focus on the end result of each case rather than rigid task completion.
    • Enhanced productivity: Reduce delays caused by process silos and manual decisions.
    • Compliance and risk management: Better track and adjust to regulatory constraints dynamically.
    • Faster time-to-resolution: Ensure that complex cases remain on track and are resolved efficiently.
    • Boosted employee satisfaction: Enable knowledge workers to work smarter, not harder, by reducing bottlenecks and empowering real-time decisions.
    • Customer-centricity: Improve responsiveness and adapt to unique customer needs.
  • What challenges or pitfalls should organizations watch out for when implementing DCM?

    While DCM is powerful, successful deployment requires careful planning and awareness of potential challenges:

    • Lack of clarity: Without a clear understanding of business objectives and outcomes, DCM can lead to overcomplication. Define KPIs and goals early.
    • Change resistance: Knowledge workers may resist change, especially when transitioning from structured systems. Ensure proper training and change management plans.
    • Data silos: DCM relies on cross-functional data. Inaccessible or siloed information can hinder performance.
    • Over-customization: Organizations might over-engineer solutions that hurt scalability. Balance customization with adaptability.
    • Underestimating governance: Without robust governance, it’s difficult to ensure compliance and track exceptions.
  • What features or capabilities should you look for in a DCM system?

    To maximize the value of a Dynamic Case Management system, it’s important to look for core features that enable flexibility, collaboration, and outcome-focused execution.

    Critical capabilities include:

    • Non-linear workflows: The ability to support ad hoc decision-making and case-specific pathways.
    • Real-time adaptability: React dynamically to exceptions and adjust tasks/processes on the fly.
    • Collaboration tools: Facilitate seamless collaboration between humans, systems, and bots.
    • Business context awareness: Capture and react to context, such as customer history, external triggers, and compliance requirements.
    • Outcome-focused orientation: Track success based on case results, not just task completions.
    • CMMN compliance: Ensure compatibility with industry-recognized modeling standards for case management.
    • Scalable integration: Ability to integrate seamlessly with IT systems, CRMs, and third-party apps.
    • Low code environment: For organizations prioritizing adaptability, a low-code platform like Mendix enables continuous iteration and development across IT and business teams. Gartner also frames this as moving from monolithic BPM toward BOAT platforms that handle dynamic, data-rich, and unpredictable work like case management and unstructured inputs

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