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Workflow Automation and AI: the Complete 2026 Guide

by | Aug 21, 2026

TL;DR
  • Workflow automation uses software, applications, and AI to complete business tasks automatically based on predefined rules, triggers, or desired outcomes.
  • Automating workflows helps businesses reduce operating costs and errors, improve productivity, scale more efficiently, and give employees more time for strategic work.
  • Common use cases include business processes, finance, human resources, customer service, IT operations, customer onboarding, purchase approvals, and order delivery.
  • The main approaches include RPA for repetitive tasks, BPA for predefined multi-step processes, and agentic AI for dynamically reasoning through and completing complex workflows.
  • Successful workflow automation requires identifying and prioritizing suitable processes, selecting the right tools, documenting procedures, training employees, monitoring performance, and continuously improving workflows.

What is workflow automation?

Workflow automation is the use of software, apps and AI to complete business tasks automatically, without manual intervention. Workflow automation often follows a set of pre-determined rules or triggers to execute one task or a series of them as part of a larger process.

Automating workflows can help businesses save time and money and speed up the workflow to reduce errors and frustrations while increasing output. For example, workflow automation could route around an employee who might be out sick and deflect that part of the workflow to someone else with the same expertise, all without having to interrupt both the workflow and the employee who took time off.

Workflows can be automated across the whole company, from activities that involve customers to highly complex business processes across every industry (Finance, Insurance, SaaS, and Education, to name a few).

How can workflow automation help businesses?

Workflows have always been around in business. You know them. You’ve seen them. They are usually big, hairy diagrams that can look like spiderwebs filled with dependencies, if thens, and lots of subject matter experts. Workflow automation has the potential to revolutionize businesses in many ways.

By automating workflows, businesses can become more productive, save money on labor costs, and give time back to their employees by taking over mundane tasks. In fact, according to McKinsey’s 2025 State of AI report, about two-thirds of businesses that have implemented automation report lower operating expenses.

Many workflow automation solutions are also scalable, meaning businesses shouldn’t have to invest in new hardware or software to add more workflow automation capabilities once a business invests in a workflow automation solution.

What are some examples of workflow automation? 5 examples

Image showing list of 5 Examples of workflow automation.

1. Business process automation workflows: Business process automation workflow involves automating the entire workflow that encompasses customer activity, marketing, sales, and finance. The primary benefit of workflow automation is reducing costs while allowing businesses to scale quickly. Automation workflow can also help reduce errors by having all tasks follow a standardized process.

2. Financial automation workflows: As the name suggests, financial automation workflow focuses on automating financial processes such as accounts payable and receivable, budgeting and forecasting, data entry, invoicing, reporting, and analytics. Automating these processes helps free up time for more critical tasks like analyzing data or developing strategies.

3. Human resources automation workflows: Automating workflows means creating a system where tasks are completed without someone needing to do them manually. This can save businesses time and money, especially for Human Resources tasks like recruitment, onboarding, payroll, employee benefits administration, and training. Automating also helps ensure everyone is up-to-date on the latest rules or policies.

4. Customer relationship automation workflows: Automating your helpdesk’s workflow can help reduce response times by quickly and efficiently routing inquiries to the right people. Automation can also reduce the time spent on repetitive inquiries by providing automated responses. Helpdesk automation can also enable employees to focus on more crucial inquiries.

5. IT automation workflows: Automating workflow in the IT department ensures workflow consistency and accuracy and improves customer service by reducing response times. Automation workflow also makes it easier for employees to access data, making them more productive and efficient.

Utilizing workflow automation doesn’t just bring financial rewards; it also creates more time for your personnel to be innovative and productive. Examples of these automated processes can streamline businesses by cutting out repetitive tasks so employees can concentrate on higher-level activities like strategy development or data analysis. Even better, the technology has become easily scalable: invest in a process once, then you’re ready whenever additional workflow capabilities are needed.

What are the different types of workflow automation?

Workflow automation comes in many forms, but the two main types have traditionally been RPA (robotic) and business process automation. Now, agentic AI plays a major role in automating and executing complex processes. Let’s take a deeper dive into each type of workflow automation.

Robotic process automation (RPA) workflows

RPA workflow automation eliminates or reduces manual processes and repetitive tasks, like processing data or moving files. This type of workflow automation is designed to mimic a human’s physical actions, such as logging into an application or collecting data from multiple sources. Think of RPA as a digital robot that automates manual business workflow processes.

Business process automation workflow

Business Process Automation (BPA) workflow automation involves automating the entire workflow encompassing customer activity, marketing, sales, and finance. This type of workflow automation can automate complex workflows with multiple steps, including data entry and retrieval from various sources.

With automated workflow, businesses can reduce costs while quickly scaling operations and reducing errors by following standardized processes.

Agentic AI workflow automation

Agentic AI workflow automation is the next evolution beyond RPA and BPA. Where RPA follows rigid scripts and BPA automates predefined multi-step processes, AI agents can reason through a workflow dynamically and independently. Agentic AI decides what step to take next based on the current context, available tools and the desired outcome.

In practice, this means that an AI agent can handle an inbound inquiry, look up account information, determine whether a refund is warranted, process it, and send a confirmation, all without a human in the loop.

Image showing a workflow automation example.

8 steps to automate a workflow process

You can take a few steps to automate workflow processes in your organization. Here are 8 small steps you can take to automate workflows in your organization:

1. Identify workflow processes that can be automated. Start by understanding what workflow automation would benefit your business, like RPA or BPA workflow automation. Once you know what could be automated, create a list and prioritize each process to get started.

2. Analyze workflow processes for automation opportunities. Take a closer look at the workflow processes you have identified and map out the steps involved. This will help you better understand where workflow automation could ease the burden on your team and improve efficiency across all departments.

3. Select workflow automation software/tools that best fit your needs and goals. Look for workflow automation tools that are easy to use and provide features such as scalability and workflow improvement.

4. Develop a timeline for workflow automation. Set realistic deadlines for workflow automation projects and schedule regular check-ins to ensure you are on track with your workflow automation goals.

5. Develop workflow automation procedures, policies, and documentation. To ensure smooth workflow automation, create specific procedures for each type of workflow process and provide comprehensive documentation to all employees using the automated workflows.

6. Train personnel in new workflow systems/tools. Before any workflow automation is implemented, it’s essential to provide thorough training on how the new system works and how it should be used to achieve maximum efficiency.

7. Monitor workflow processes after they’ve been automated. To ensure workflow processes are correctly automated and working as intended, monitor workflow processes before, during, and after automation.

8. Make adjustments when needed. Automated workflow processes can be complex and require regular maintenance to work effectively. Adjust the workflow process or workflow automation tools to improve efficiency and performance over time if necessary.

Automating workflow processes means your organization will save time and money. Employees will have more time to do their work. Plus, the right automation system will make everything run more smoothly!

What are some examples of workflow processes?

Workflow processes can vary depending on the type of workflow. Generally, workflow processes involve steps that must be completed to achieve a desired outcome, such as customer onboarding, purchase order approval, product delivery, invoice processing, or employee onboarding.

For contact centers managing high volumes of customer interactions, CX automation tools like Capacity offer an AI-native approach. Rather than configure rigid rules and hope every scenario fits neatly into them, Capacity deploys AI agents that understand context, retrieve the right information and automatically complete tasks across chat, voice, SMS and email.

4 Examples of of Workflow Processes

Here are 4 workflow processes that you can think about for your business:

Customer onboarding workflow: To ensure a smooth, personalized customer experience, this process involves quickly and thoroughly collecting customer information, verifying their identity, and processing payments securely.

Purchase order approval workflow: This process helps ensure that purchase orders are approved rapidly and accurately while maintaining a complete record of the financial details of each purchase.

Product delivery workflow: This involves selecting the right products for customers, monitoring stock levels, and preparing orders to be shipped and delivered.

Employee onboarding workflow: Automated onboarding entails attaining significant staff data, allocating tasks or resources for fresh employees, organizing onboarding sessions, and delivering ongoing assistance during their employment period.

Workflow automation: Unlock productivity, save money, and give time back to your team

Workflow automation tools can help businesses become more productive, save money, and give employees extra time to focus on critical tasks. To ensure workflow processes are adequately automated and work as intended, business owners should select workflow automation software/tools that best fit their needs and goals, develop a timeline for workflow automation, develop workflow procedures and policies, train personnel in new workflow systems/tools and monitor workflow processes after they’ve been automated.

Looking to automate at your business?

Capacity is an AI platform built for contact centers that automates workflows across every customer interaction channel, including chat, voice, SMS and email. Rather than connect static rules to static triggers, Capacity uses AI agents to handle dynamic conversations, retrieve knowledge, take action and resolve inquiries end-to-end. Teams at companies like DSW have used Capacity to save 1.5M and cut average handle time by 19%, while Culligan generated 650K in new revenue in 60 days by automating outbound workflows. Capacity also supports internal workflows, like routing tickets or assisting live agents in real time, so both your customers and your team get faster, more consistent support.

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FAQs

What’s the difference between workflow automation and RPA?

Workflow automation is the broader practice of using software to move tasks, data or approvals through a process without manual effort. RPA (robotic process automation) is a specific type of workflow automation that mimics human actions at the UI layer, like clicking buttons, copying data between systems or filling out forms. RPA is best for rule-based, repetitive tasks.

Workflow automation as whole can include RPA, but also encompasses logic-based routing, API integrations, AI-driven decisions and full business process orchestration.

What are the most common workflow automation examples?

The most common workflow automation examples include customer onboarding (collecting information, verifying identity, triggering welcome sequences), invoice processing and accounts payable, employee onboarding and offboarding, IT ticket routing and resolution and customer support deflection.

How do I know if a process is ready for automation?

You can identify a strong automation candidate if the process is repetitive, rule-based, high-volume and prone to human error. If your team is completing the same steps in the same order multiple times per day, and those steps don’t require judgment, creativity or nuanced human context, that process is ready to automate.

Start by documenting the current steps end-to-end, then identify where delays, errors or handoffs slow things down. Those friction points are your first automation targets.

What tools are used for workflow automation?

Workflow automation tools range from general-purpose platforms like Zapier (for connecting apps and triggering simple automations) to enterprise-grade systems built for complex, multi-step business processes. For contact centers and customer-facing workflows, AI-native platforms like Capacity handle automation across the full support lifecycle, from deflecting inbound inquiries with AI agents to routing escalations, triggering follow-up workflows and surfacing real-time guidance to human agents during support interactions.

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