Development

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Leveraging Workflows with AI Agents: Resilient Workflows for Complex Business Processes

Jeff Fischer

Written by Jeff Fischer

Published on May 13, 2025

Workflow Progress

In the dynamic landscape of modern business, efficiency, and streamlined operations are paramount. One of the key tools that organizations across industries are leveraging to achieve these goals is workflows. Workflows are not just a set of sequential tasks; they are the backbone of structured business processes, enabling consistency, accountability, and productivity. In this blog post, we will delve into workflows, exploring their significance, components, advantages, and how Broadleaf Workflow Services can help streamline their inception and execution. Moreover, we’ll examine a sample use case involving a dynamic workflow that includes interaction with an AI agent.

Understanding Workflows

At its core, a workflow is a series of activities or steps that are carried out in a specific sequence to complete a particular task or business process. These steps can be linear, where each task follows one after the other, or they can involve branching outcomes, where the process diverges based on specific conditions or decisions.

The Importance of Workflows in Business

Implementing workflows within an organization offers numerous benefits, including:

  • Consistency: Standardizing processes ensures that tasks are performed uniformly, reducing errors and improving quality.
  • Efficiency: Automating repetitive tasks saves time and resources, allowing employees to focus on more strategic activities.
  • Progress Monitoring: Tracking the status of tasks in real time helps identify bottlenecks and optimize processes.
  • Resilience: Retrying failed workflows to achieve process remediation.
  • Communication: Context and process logging is used to inform not only status, but also error conditions and causes.

Broadleaf Workflow Services: An Introduction

Broadleaf Workflow Services is designed to simplify the creation and maintenance of complex workflows. It offers a comprehensive framework for designing, executing, and monitoring workflows with uncompromising flexibility and resilience.

Key Features of Broadleaf Workflow Services:

  1. Descriptive Workflow Design: Developers can outline one or more steps in a business process, incorporating optional branching outcomes to handle complex scenarios.
  2. Progress Monitoring: The admin tool provides real-time visibility into workflow progress, enabling proactive management.

    Figure 1 : Workflow Progress
    Workflow Progress
  3. Control Functions: Built-in functions to pause, resume, retry, skip-to, and cancel workflows offer greater control and adaptability.
  4. Integration Capabilities: Broadleaf integrates seamlessly with other enterprise systems, ensuring smooth data flow and process continuity.
  5. User-Friendly Interface: The intuitive interface simplifies workflow management and troubleshooting, even for non-technical users.

    Figure 2 : Retry Failed Activity
    Retry Failed Activity
  6. Out-Of-Band activity: Workflows can be halted, waiting for execution and input before re-engaging. This is especially useful for human-in-the-loop workflows, or agentic processes.

    Figure 3 : Paused Waiting For Conversation Response
    Paused Waiting For Conversation Response

Workflows as Agentic Processes

Emerging trends involving conversational workflows and generative AI are important to building out new levels of customer engagement and interactivity. Integrating the consistent and predictable nature of workflows with the decision-making capabilities of generative AI offers a powerful means to incorporate intelligence in a reliable and maintainable manner. This is especially important for enterprise systems where these guard rails matter the most. Anthropic discusses this topic and the patterns involved in the article Building Effective AI Agents.

A Practical Agentic Workflow Example: E-Commerce Closet Design

To illustrate the power of Broadleaf Workflow Services in a real-world scenario, let's consider an e-commerce platform offering a custom closet design service. Here's how an agentic workflow could streamline the process:

1. Initiation & Data Gathering: The customer starts the design process. The workflow kicks off and prompts the user to provide key metrics via a conversational interface:

    • Closet dimensions (width, height, depth)
    • Preferred materials (wood, metal, laminate)
    • Color scheme and style preferences (modern, classic, minimalist)
    • Storage needs (number of shelves, drawers, hanging space)

    2. AI Image Generation: Based on the provided data, the workflow triggers an AI image generation service. This service creates a preview image of the proposed closet design.

      3. Preview & Iteration: The system presents the generated image to the customer for review.

      • User Feedback: If the customer is not satisfied, they can request changes. The workflow captures this feedback (e.g., "add more drawers," "change the color to white").
      • AI Re-generation: Based on the feedback, the workflow prompts the AI service to re-generate the image with the requested modifications. This iteration continues until the customer approves the design.

      4. Parts List & Inventory Check: Once the design is finalized, the workflow automatically generates a detailed parts list (shelves, rods, brackets, etc.) with quantities. It then checks inventory to ensure all parts are in stock.

      5. Add to Cart & Order Processing: If all parts are available, the workflow seamlessly adds the entire closet design package to the customer's shopping cart. The customer can then proceed to checkout, and the order processing workflow takes over.

      6. Out of Stock: If some parts are out of stock, the workflow pauses, notifying the customer about the delay. It might offer alternatives or set up a backorder process before re-engaging and completing the order.

      This example demonstrates how Broadleaf Workflow Services can automate and orchestrate complex e-commerce processes, combining data gathering, AI integration, customer interaction, and order fulfillment into a seamless experience.

      Conclusion

      Workflows are an indispensable tool for modern businesses, driving efficiency, consistency, and growth. Broadleaf Workflow Services stands out as a powerful solution that simplifies workflow design, execution, and monitoring. Start leveraging the power of workflows today and witness transformative results in your business processes. We also invite you to take a deeper dive into Broadleaf workflows via our reference documentation.

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