Maxflow AI Platform
Enterprise Automation with GenAI
Maxflow is a GenAI-powered platform designed for enterprise automation. By combining workflow automation with generative AI, it enables users to rapidly build, deploy, and manage AI agents at scale. The platform also facilitates a seamless transition from traditional enterprise software to GenAI-driven systems. More than just a chat interface, Maxflow offers a robust user experience with rich visualizations tailored to enterprise requirements. At the core of the platform is Genie — an intelligent operator agent capable of coordinating thousands of agents to fulfill user requests for information and automation. The Maxflow AI Platform is model-agnostic, allowing you to integrate and use the large language models (LLMs) of your choice. It also comes preloaded with a library of agents designed to meet common enterprise needs, helping you accelerate deployment and value realization.
Use Cases
Overview
The Maxflow AI Platform includes a workflow builder designed for process automation. This drag-and-drop tool enables users to assemble basic components into workflows capable of handling both flexible and intricate tasks. GenAI is included as components that to fit anywhere in a workflow with ease. Additionally, Maxflow empowers users to develop custom components, which they can share within their organization.
Corporate technology democratization and knowledge capture
Corporations usually depend on internal experts to do business. The issues are that: first, when people move on to other jobs, the knowledge is lost, causing delay or disruption; and second, when expertise is in silos, communication becomes inefficient. Using Maxflow resolves both the issues. No documents are better in transfer of knowlege than an automated workflow built with Maxflow which contains complete information needed to execute the process, and is as intuitive as a mindmap. Automated workflows are also readily deployable for more people to use. In other words, Maxflow helps democratize expert capabilities.
Design optimization with confidence
Maxflow has multiple components for finding optimal design with confidence. It includes both proprietary tools as well as latest algorithms from the research communities. Once the workflow is automated, smart exploration algorithms can be applied to run thousands of times to generate not only the desired design but also data to give a holistic view of the design problem for confident decision making. Maxflow has multiple components for finding optimal design with confidence.
Check out this video about our tradespace visualization tool.Digital twin
A digital twin is a virtual representation of a physical system.
Its purpose is to provide insights into what was going on with the system at any moment in the
past,
or predict what will happen in the future. That's great, but what is it exactly and how to build
it?
A digital twin for a machine involves using field data, design information,
together with modeling software to create more insights,
that is more data and more visualization that are conceivable by humans.
In this process, physical simulation could be used for feature engineering that greatly
enhances the accuracy of machine learning modeling.
The key for successful implementation lies in leveraging existing data sources and computational
processes to build multiple models efficiently.
Maxflow is a natural fit for this purpose.
App delivery platform
If you distribute desktop or web apps, what can be better if they can be delivered right to users workflows? Maxflow can do just that for you. Here are the benefits:
- Users love it because they can integrate your app easily into their workflow.
- User can do more with your app, such as design optimization.
- Your app is automatically marketed to our user base.
- You can manage users and sales on our platform without the complex licensing process.
Watch this Youtube video to see an optimization software nicely integrated with Maxflow.
Contact us to make your app available as a component in Maxflow.Publishing workflows as web apps
A workflow also functions as a regular web app. In this running mode, the user who runs the app will only see the interface and not the workflow details. The workflow creator has the option to publish a workflow to the public or corporate Maxflow webstore, and potentially monetize it. This means anyone can turn desktop workflows into web apps quickly without professional coding skills or deployment hassles.
Digital assembly lines
Assembly Lines have revolutionized the industry by chaining together physical workstations to improve efficiency and quality. It is even easier and more beneficial to create "Digital Assembly Lines" for computer-based processes. An automated workflow, or "Digital assembly line", can save up to 90% of the time and cost. Automated workflow can open up even more benefits than one can imagine.
Easy API creation
Build enterprise Api in minutes, without worrying about server deployment and maintenance. This picture is of an Api that takes data from various sources to feed in a visualization app in a Digital Twin system which requires the integration of multiple disciplines and models.
APIs
# Python format:
nextPoints, URL = maxflow_opt(token, x_train, y_train, x_criteria, y_criteria, n_next, need_url)
# x_train: [[x1, ..., xn], ..., [x1,..., xn]]
# y_train: [[y1, ..., ym], ..., [z1, ..., zm]]
# x_criteria: dictionary containing "bounds", "pref", "weight", "discrete"
# y_criteria: dictionary containing "bounds", "pref", "weight"
# n_returns: number of points to return
# need_Url: if True, URL for advanced visualization and exploration is returned.
# next_points: List of points to evaluate next. The first point in the list is
# the optimal candidate (exploitation point). The rest are exploration points.
Maxflow Optimizer
A natural benefit of workflow automation is optimization. Once workflows are automated, it is easy to
let the computer simulate it thousands of scenarios to find the best ones.
Maxflow optimizer is a web API for general purpose optimization.
It aims to find globally optimal solution for expensive and noisy blackbox objective and constraints.
At each optimization step, you would call the API and give it your optimization criteria and training
data (i.e. previously evaluated inputs and outputs).
The API would return several points for you to evaluate next, including the optimal candidate.
You would then evaluate some points and call the API again in the next step with updated training data.
The API also returns a web link for more advanced visualization and insight into your design
problem.
If you are looking for a robust and easy to use optimization algorithm for embedding into your software
as a feature, or solving your specific problems, this API is the right solution for you.
Professional Services
Process automation and app development
As the developer of Maxflow, we are the best to help you quickly build high quality workflows. Our workflows can be deployed as web apps or AI Agents with with just a click of a button.
Our talented team can also help build custom capabilities for your Maxflow environment in areas such as:
- Enterprise chatbots
- Data analytics & machine learning
- 3D and data visualization
- Engineering simulations
- Design optimization
- AI for law
Contact Us
Visit us
60 Hazelwood Dr
Champaign, IL 61820, USA
Try us out
Email Us
info@maxflowtech.com
Call Us
+1 (217) 979-8662
