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GlossaryBusinessIntermediate

Workflows

Also written: Work flow, Workflow Architecture, Autonomous Workflows, Stateful workflows, Workflow primitives, Autonomous, multi-step workflows, Multi-step AI tasks, Audio workflows

A sequence of tasks or operations performed in a specific order to achieve a particular outcome, often in a business or technical process.

In plain terms

Workflows are the steps or processes you follow to get something done. Think of it like a recipe: you have a list of ingredients and a series of instructions to make a dish. In the context of AI, workflows can be simple, like using a tool to summarize a document, or complex, like an AI agent managing customer service requests.

For example, a business might use an AI workflow to automatically sort incoming emails, assign them to the right department, and draft initial responses. This saves time and ensures consistency.

The expert version

A workflow represents a defined sequence of tasks, operations, or computational steps executed to achieve a specific business or technical objective. These can range from simple linear processes to complex, branching logic involving multiple agents, data sources, and decision points. Effective AI integration often involves redesigning existing workflows to leverage AI capabilities, rather than simply automating inefficient legacy processes.

Why it matters now

Frontier AI labs are increasingly focused on enabling AI systems to perform complex, multi-step tasks autonomously. Recent news highlights how companies are integrating these advanced workflows into business processes, legal work, and software development, making sophisticated AI automation more accessible and cost-effective.

Where it shows up 53 items, newest first
How each company uses it
Anthropic Claude
Anthropic is seeing AI-accelerated development in game production, impacting creative roles and production.
Google Gemini
Google Gemini is automating complex multi-step tasks with agents and speeding up simple AI tasks with new models.
Microsoft Copilot
Microsoft Copilot is bringing Azure management and automation directly into user workflows and offering specialized tools for legal work.
OpenAI ChatGPT
OpenAI is enabling ChatGPT to manage shared team projects and making advanced workflows accessible through cheaper AI agents.
Related terms

AgentsAutomationOrchestrationBusiness Process ManagementAI SystemsTask Execution

Often confused with
Process
A general term for a series of actions or steps. Workflows are specific
Algorithm
A set of rules or instructions for solving a problem. An algorithm is
Pipeline
A series of data processing steps. While similar, pipelines often focu
Origin

The concept of workflows predates AI, originating in business process management and computer science to describe sequences of operations. In AI, it has evolved to describe how AI models and agents are integrated into these sequences.

Try this about 5 minutes

Use ChatGPT's "Custom Instructions" feature to define how you want it to handle specific types of requests. For example, tell it to always ask clarifying questions before answering complex prompts. This sets up a simple, personalized workflow for your interactions.

Try it: Playbook entries that use thisPlaybook →

The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.

Questions people ask

What is an AI workflow?
An AI workflow is a series of steps where AI tools or models are used to automate or assist in completing a task or a series of tasks.
How is a workflow different from just using an AI model?
Using an AI model is a single step. A workflow involves multiple steps, potentially using different AI models or tools in sequence to achieve a larger goal.

First seen on Subvolts Apr 13, 2025. Updated Oct 17, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.