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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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 Revenue and Automate Costs Away

Artificial intelligence (AI) and all data-oriented engineering allows your business to leverage its data. The goal is to isolate and harness your data to optimize your business and improve your services. This can take many forms, from pure process automation, to sophisticated new intelligent products. But at the heart is 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 help 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
  • Reduces operator burden and toil, freeing them 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 can’t compete
  • Enable functionality that would 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. Yes, you can:

  • 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 Our Proven AI Solutions

Ideas are cheap. Value comes from reliable, repeatable execution. This is where we differ from other organizations who like to say AI, but don’t do it. We’re battle-hardened enough to know the real difficulties and how to 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
Professional AI services

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, but don’t have the time or 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 technology 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 helped 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.

Selected Case Studies

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

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.

Helping Modzy Build an ML Platform

Winder.AI collaborated with the Modzy development team and MLOps Consulting to deliver a variety of solutions that make up the Modzy product, a ModelOps and MLOps platform. A summary of this work includes: Developing the Open Model Interface Open-sourcing chassis, the missing link that allows data scientists to build robust ML containers Model monitoring and observability product features MLOps and model management product features The Problem: How to Build An ML Platform Modzy’s goal is to help large organizations orchestrate and manage their machine learning (ML) models.

How To Build a Robust ML Workflow With Pachyderm and Seldon

This article outlines the technical design behind the Pachyderm-Seldon Deploy integration available on GitHub and is intended to highlight the salient features of the demo. For an in depth overview watch the accompanying video on YouTube. Introduction Pachyderm and Seldon run on top of Kubernetes, a scalable orchestration system; here I explain their installation process, then I use an example use case to illustrate how to operate a release, rollback, fix, re-release cycle in a live ML deployment.

Recent Articles

Find more articles in our blog.

Automating Cyber-Security with Reinforcement Learning

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. The common suggestion is to test for security, often leveraging the expertise of security-focussed engineers or automated scripts. But there are two fundamental issues with this approach: 1) security engineers do not scale, and 2) scripts are unlikely to cover all security concerns to begin with, let alone deal with new threats or increased attack surfaces.

CloudNativeX Interview: Reinforcement Learning

Join Lee Razo and Phil Winder for this comprehensive introduction to Reinforcement Learning, an area of machine learning in which problems are tackled with intelligent agents which take actions to maximize a specified reward. Phil (quite literally) wrote the book on this topic and he takes us through the fundamentals of RL, some common use cases as well as tips on how even a small or mid-sized company can get started with and benefit from RL.

The Future of Transportation Infrastructure: Reinforcement Learning

The lock-downs endured during the coronavirus pandemic have given many the opportunity to work from home, potentially for the first time. Along with the guilt of failing at home-schooling, trying to work with noisy babies or animals, the lock-down has entirely changed the way in which we travel. When I speak to people about the pandemic, the lack of commute is one of the few positives they can take away from this experience and has led some to even question why they are paying for accommodation in some of the most expensive areas in the UK.

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.