Outstanding Data Science Services

Discover what’s hidden within your data with the help of our PhD-educated data scientists.


Winder.AI are top-tier experts in the machine learning and MLOps space. They have an incredible breadth of experience and work with clients ranging from small startups to Fortune 100 enterprises, so the range of challenges they can tackle is vast.

Joey Zwicker
co-founder and CTO of Pachyderm

Data Science Services - Extract Value from Your Data

Our holistic data science services are for those that want to extract more value from their data.

  • Exploratory Data Analysis (EDA) Data science is the art of understanding data. Leverage our services to better understand and take advantage of your data.
  • Modelling and Simulation Often we need to model the domain to drive understanding or experimentation. For example, in Reinforcement Learning, we often need simulations to experiment within.
  • Data Science Consulting 10 years of AI consulting means that we can provide insights that others can't. Allow our experts to identify opportunities for your data.
  • Data Science POCs Do you have a known problem, but you want to prove data viability? Run a proof of concept (POC) project where we spend a short amount of time de-risking larger projects.

The World's Best AI Companies Trust Winder.AI

We've worked with hundreds of amazing people, all over the world.

  • Machine learning product development for Google.
  • Kubeflow consulting for Microsoft.
  • MLOps consulting and development for Shell.
  • Deep reinforcement learning consulting and development for Nestle
  • MLOps product development for Canonical.
  • MLOps consulting for Docker
  • MLOps consulting for Ofcom
  • MLOps product development for Grafana.
  • MLOps consulting for Stability AI
  • Authors of a Reinforcement learning book with O'Reilly
  • Data science lecturing with Pearson
  • Machine learning integration for Pachyderm.
  • Vendor MLOps product development for Modzy.
  • MLOps consulting for Neste.
  • Deep reinforcement learning consulting for CMPC.
  • Deep reinforcement learning consulting for Novelis.
  • Reinforcement learning consulting for Genesis
  • MLOps consulting for Lightning AI
  • AI product development for Protocol Labs
  • MLOps consulting for Tractable
  • MLOps consulting for Interos.AI
  • MLOps consulting for Ultraleap
  • MLOps consulting for AICadium
  • DAS and digital signal processing for OptaSense
  • DAS and digital signal processing for Focus Sensors.
  • DAS and digital signal processing for Frauscher
  • MLOps consulting for Living Optics
  • AI Product Development for Expanso

Data Science Expertise - Our Sweet Spot

10 years' of data science experience at top-tier companies. Let us help with your data.

Dedicated AI Company

Unlike larger, more general purpose IT agencies, we specialize in developing AI solutions. We’re more flexible, more pragmatic and better suited to integrate AI into your product.

Deep Data Understanding

Our experience is deep. We’ve been working with fundamental data concepts for decades that do still impact applications today. We can help take a deeper look at your data.

Collaborative Working

We exist to help companies like yours build better products. We collaborate closely with your internal engineering teams to both upskill and deliver pragmatic results.

Data Science Solutions - Solutions

Data Science provides a fundamental understanding of your data. If you need to understand your business better or you're looking for new applications, let us help.

Fundamental Data Understanding

Understanding your data at a fundamental level is vital for most AI applications. We can help you explore your data and validate your ideas.

Data Analysis and Data Analytics

We often want to ask questions about our data. Data analysis and analytics allows you to do that. Make your business more data-driven.

Data Cleaning

All AI still relies on good quality data. Although the techniques have changed, the fundamental basis for clean data has not.

Data Value Extraction

If you have a lot of data, but you’re not sure how to monetize it, let us help.


Language Agnostic

Any Library

We ♡ GitOps

Selected Case Studies

Some of our most recent work for our clients. You can find more in our portfolio.
MLOps in Supply Chain Management

Case study

MLOps in Supply Chain Management

Interos, a leading supply chain management company, partnered with Winder.AI to enhance their machine learning operations (MLOps). Together, we developed advanced MLOps technologies, including a scalable annotation system, a model deployment suite, AI templates, and a monitoring suite. This collaboration, facilitated by open-source software and Kubernetes deployments, significantly improved Interos’ AI maturity and operational efficiency.

Announcing Stable Audio: A Generative AI Music Service

Case study

Announcing Stable Audio: A Generative AI Music Service

We’re pleased to announce the release of Stable Audio, a new generative AI music service. Stable Audio is a collaboration between Stability AI and Winder.AI that leverages state-of-the-art audio diffusion models to generate high-quality music from a text prompt.

MLOps in Insurance

Case study

MLOps in Insurance

Tractable.AI is a leading insure-tech company based in the UK and has made significant strides in the motor vehicle insurance sector by leveraging AI technologies. Their innovative approach has allowed them to automate various aspects of the insurance lifecycle, including the complex process of loss adjustment. This AI-driven strategy has not only increased their operational efficiency but also enhanced their service delivery, making them a preferred choice for many customers.

Recent Data Science Articles

Find more articles in our blog.
5 Productivity Tips for Data Scientists

Data Science

5 Productivity Tips for Data Scientists

Many articles talk about how professionals can make their workdays extra productive. However, for people like data scientists, whose jobs are extremely demanding, some tips are more valuable than others. For instance, it is important that you analyse how you spend your time. In the same breath, it would be in your best interest to organise your time into blocks, as these can help you focus on tasks – one at a time and without any interruption – and automate any process that you repeat.

How We Work With Cloud-Native Data Science: An Interview With Phil Winder

Cloud Native

How We Work With Cloud-Native Data Science: An Interview With Phil Winder

COVID-19 Hierarchical Bayesian Logistic Model with pymc3

Data Science

COVID-19 Hierarchical Bayesian Logistic Model with pymc3

I have two outstanding tasks from the previous notebooks. The first is that I haven’t iterated over all countries.

FAQs - Frequently Asked Questions

This page provides answers to our most common questions. If you have a query that isn't covered, please get in touch.

Start Your AI Product Development Project Now

The team at Winder.AI are ready to collaborate with you on your ai product development project. We tailor our AI solutions to meet your unique needs, allowing you to focus on achieving your strategic objectives. Fill out the form below to get started.