Winning Businesses Use Unstoppable AI

Transformational ML, RL, and MLOps services to help you design, build, and operate production-ready models.

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AI Services

Winder.AI helps companies build product-quality AI products and platforms. Click on a link below to find out more.

Data Science

Data Science

Do you have a project in mind but you’re not sure where to start?

Data Science is the art and discipline of extracting value from data for your organization. Our world-leading data scientists can help you develop data-centric products and services.

Machine Learning

Machine Learning

Do you want to build machine learning products or services and have neither the time nor resources?

Learn more about our extensive machine learning expertise and how we can enable your organization to scale its machine learning transformation.

Reinforcement Learning

Reinforcement Learning

Would you like to take advantage of one of the most sophisticated artificial intelligence technologies available today?

Reinforcement learning approaches automate strategic decision processes, lifting your business’s decision making ability to new heights. And we wrote the book on it!

MLOps

MLOps

Are you struggling to scale your machine learning strategy?

Speak to us about how we continue to define machine learning operations, or MLOps. Our prestigious clients love our world-renowned expertise and our down-to-earth, practical implementations.

AI Product Development

AI Product Development

Are you an AI product vendor, and want to speed up product development?

We’ve helped some of the biggest and best AI product companies in the world, delivering product enhancements, integrations, and performing strategic research.

The World's Best AI Companies

From startups to the world’s largest enterprises, companies trust Winder.AI.

Benefits of Our AI Implementations

Why should you use AI in your business? Why Winder.AI?

Increase Your Revenue and Automate Costs Away

Artificial intelligence (AI) and all data-oriented engineering enables your business to leverage its data. It optimizes your business and improves your products and services, all by harnessing data.

Projects can take many forms, from pure process automation, to new intelligent products. But all projects need data and a drive to make your business better.

Cut Costs via Decision Automation

Cut Costs via Decision Automation

Empower your staff with solutions that allow them make better, provable decisions. Automating your decisions helps to:

  • Remove decision-making bottlenecks from processes
  • Make quantifiable, robust decisions
  • Provable improvements in top-line performance
  • Reduce operator burden and toil, freeing up time to solve real issues
Increase Revenue via Product Enhancement

Increase Revenue via Product Enhancement

Use our AI in your products to solve your customer’s pain. Enhancing your product with AI helps to:

  • Remove the burden of completing complex, time-intensive tasks from your users
  • Make your product so easy, so useful, that your competitors cannot compete
  • Enable functionality that would simply not be possible without AI, because of the amount of data involved
Proven ROI via Strategic Differentiation

Proven ROI via Strategic Differentiation

Run your business on autopilot with strategy-level automation that helps you:

  • Optimize complex chains of individual decisions to improve the business as a whole
  • Imagine new product verticals by automating entire supply chains
  • Automate experimentation to ensure you’re at peak performance

Supercharge Your Organization With Winder.AI’s Proven AI Solutions

Ideas may be cheap, but real value comes from reliable, repeatable execution. This is where Winder.AI is different from those organizations who like to say AI, but don’t do it. Winder.AI is battle hardened, knows the real-world difficulties facing organizations and most importantly, how to help you overcome them.

Their AI Solutions Our AI Solutions
❌ You work how they work ✅ Flexible, scalable, personal service
❌ Waste time pouring through massive amounts of data ✅ Focus on problem refinement
❌ Throw inexperienced software engineers at the problem ✅ Leverage the expertise of PhD’s, Authors, world leaders
❌ A dump of Python code ✅ Production ready services and integrations
❌ Magic ✅ Explainable, understandable, robust, simple
❌ Slow, unusable solutions ✅ Scalable solutions designed to meet non-functional requirements
❌ A deep neural network for every problem ✅ Bespoke, domain-specific solution to the problem
❌ No operational experience ✅ Tons of operational insight from the best AI companies in the world
❌ Restricted offering, often with vendor lock-in ✅ An offering that is best for you
Professional AI services

Selected Case Studies

Some of our most recent work. You can find more in our portfolio.

A Comparison of Computational Frameworks - Spark, Dask, Snowflake and more...

Winder.AI worked with Protocol.AI to evaluate general purpose computation frameworks. A summary of this work includes:

  • Comprehensive presentation evaluating the workflows and performance of each tool
  • A GitHub repository with benchmarks and sample applications
  • Documentation and summary video for Bacalhau documentation website

Save 80% of Your Machine Learning Training Bill on Kubernetes

Winder.AI worked with Grid.AI to stress test managed Kubernetes services with the aim of reducing training time and cost. A summary of this work includes: Stress testing the scaling performance of the big three managed Kubernetes services Reducing the cost of training a 1000-node model by 80% The finding that some cloud vendors are better (cheaper) than others The Problem: How to Minimize the Time and Cost of Training Machine Learning Models Artificial intelligence (AI) workloads are resource hogs.

Using Reinforcement Learning to Attack Web Application Firewalls

Introduction Ideally, the best way to improve the security of any system is to detect all vulnerabilities and patch them. Unfortunately this is rarely possible due to the extreme complexity of modern systems. One primary threat are payloads arriving from the public internet, with the attacker using them to discover and exploit vulnerabilities. For this reason, web application firewalls (WAF) are introduced to detect suspicious behaviour. These are often rules based and when they detect nefarious activities they significantly reduce the overall damage.

Recent Articles

Find more articles in our blog.

Optimising Industrial Processes with Reinforcement Learning

Winder.AI helped CMPC, a large paper milling company, to optimise their production process by using reinforcement learning. CMPC are now able to automate industrial processes that were previously manual. This case study describes our approach and the results.

Buildpacks - The Ultimate Machine Learning Container

Winder.AI worked with Grid.AI (now Lightning.ai) to investigate how Buildpacks can minimize the number of base containers required to run a modern platform. A summary of this work includes: Researching Buildpack best practices and adapting to modern machine learning workloads Reduce user burden and reduce maintenance costs by developing Buildpacks ready for production use Reporting and training on how Buildpacks can be leveraged in the future The video below presents this work.

MLOps Presentation: When do You Need an MLOps Platform Team?

Dr. Phil Winder shares experiences of Winder.AI’s MLOps consulting experience at a variety of large and small organizations. Abstract In this talk he presents industry observations of MLOps team size and structure for a range of business sizes and domains. Learn more about how others structure their MLOps teams. Discover which problems you need to solve first. About This Series Welcome to Winder.AI talks. A series of free interactive webinars hosted by Dr Phil Winder, CEO of Winder.

Start Your AI Project Now

The team at Winder.AI are ready to collaborate with you on your AI project. We will design and execute a solution specific to your needs, so you can focus on your own goals. Fill out the form below to get started, or contact us in another way.