Jun 17, 2025
Sagar
Gaur
We all know the feeling; knowing which operations to use is a pain, but even after mastering a long list of API operations, having to do the work manually is just as frustrating. Building a workflow can quickly become a tedious and time-consuming task when you’re constantly navigating options and unsure which one will help you complete your task.
Even if you’re familiar with a console, navigating its vast array of services and APIs can feel like a never-ending puzzle. You don’t just need to find the correct operation; you also need to understand how to configure it correctly, making the workflow-building experience daunting and time-consuming.
As Uncle Yannick Mathey so wisely said, "A large catalog of integrations implies large responsibilities." At Mindflow, we take that responsibility seriously. With over 4,000 native integrations, we ensure full API coverage, meaning whatever you can code, you can do with no-code in Mindflow without limits.
While native integrations provide extensive API capabilities, they can also introduce complexity. That’s why at Mindflow, we combine the best of both worlds: 'codability', where we fully control the capabilities of an agent, and 'connectivity', where those agents can seamlessly leverage the entire ecosystem of tools needed to accomplish their mission. This approach enables users to automate with complete freedom and flexibility, while simplifying the process of building workflows.
At Mindflow, we’re all about making the complex world of automation accessible, fast, and easy to use. Today, we're proud to announce a game-changing feature designed to enhance your workflow-building experience: AI··Build.
AI··Build: Breaking the Build phase barrier
We developed AI··Build, a feature that addresses these challenges head-on, streamlining the process of creating automation flows while boosting productivity and user confidence. Here’s how we did it:
Semantic Search: Now you don’t need to spend hours searching for the right operations. With our new semantic search functionality, AI··Build understands user intent. This means you don’t need to know the exact name of the operation or the group of operations you’re looking for. Simply type what you have in mind, and the search engine will provide the most relevant results, making it easier than ever to find the right fit. For example, sending a private message in Slack would be a chain of, first, finding the user ID, and second, sending the actual private message. With AI··Build the user has to say what he wants to achieve in natural, non-savvy, language, and AI··Build will automatically find the right group of operations to make it a reality.
Steps Generation: Not only does AI··Build help you search for the operations, but it also generates configured steps based on your prompts. By simply describing the task in natural language, AI··Build’s Language Action Model (LAM) instantly converts your description into fully-configured steps. No need to dig into documentation or trial and error, just a prompt, and the work is done.
Contextual Suggestions: With contextual suggestions, AI··Build anticipates your next move. Based on your current flow and the active services you’re using, AI··Build recommends the next best steps to take. This eliminates the guesswork, allowing you to build with greater confidence and speed.

Faster, Smarter Workflow Building
The introduction of AI··Build brings unparalleled efficiency to workflow creation:
Speed: AI··Build lets you create workflows at a speed that was previously unimaginable. What once took hours now takes minutes, as you’re guided through each step with AI-powered suggestions and automated configurations.
Confidence: With the intelligent suggestions and powerful semantic search, you’ll always know you’re on the right track, minimizing the need for guesswork and maximizing your productivity.
Faster Onboarding: For new users, AI··Build offers a smoother and quicker onboarding experience. With intuitive, natural language prompts and AI-driven workflows, even beginners can quickly build automation flows.
A New Era of Workflow Building
AI··Build is more than just an enhancement; it’s a new way of thinking about automation. By combining powerful semantic search, prompt-driven step generation, and contextual AI suggestions, we’re not just making workflows easier to create; we’re making them smarter.
As our internal team knows, the more operations and integrations you have, the greater the challenge of helping users find the right combination. Addressing this challenge means removing all limits to what can be automated. Without an exhaustive catalog of integrations, achieving true hyperautomation is impossible. Your agents won’t have the whole picture and will be limited in their potential. You’ll encounter roadblocks and will still have to handle tasks you were hoping to automate.
By crafting features like AI··Build, we unlock the full potential of our platform, enabling users to build complex flows without these limitations. With AI··Build, there’s no need to compromise on automation; no task is too big, no process too complex.
Building a culture of automation within your organization isn’t just about technical capacity; it’s about accessibility. Automation isn’t only about what you can do; it’s about making it easy to do. How many tasks are you still doing manually because you simply don’t have the time to set up automation?
It may sound paradoxical, but this is one of the biggest reasons people continue to waste time on repetitive tasks.
With AI··Build, that excuse is a thing of the past.
Transform your work life; make it more exciting and less monotonous. Say goodbye to the repetitive, and let automation take over.
The future of automation is here, and it’s powered by AI··Build.