Artificial Intelligence Consulting Services

Artificial Intelligence empowers your business to do more. Discover why the world’s top companies choose Winder.AI to deliver their AI strategy.


The major benefit for us was winning TIME’s Best Invention of 2023! Without Winder.AI’s innovative AI consulting, this success would not have been possible. It resulted in over 500k generations in its first two months.

Ruari Shephard
Head of Stable Audio, Stability AI

Comprehensive Artificial Intelligence Consulting Services - From Strategy to Implementation

At Winder.AI, we empower organizations like yours to excel in AI software development. Our experience spans AI for enterprises like Google, Shell, and Microsoft to groundbreaking startups like Stability AI, Protocol Labs, and Lightning AI. With a legacy of over a decade in crafting bespoke AI solutions, we are the trusted partners you need. Ready to transform your vision into reality? Get in touch today.

  • AI & ML Development

    We're engineers at heart and we excel in delivering tailored AI software development services that align with your project goals.
  • AI Consulting

    Remove the complexities of AI strategy with our expert consulting. We focus on pragmatic, ROI-driven approaches to unlock tangible benefits for your business.
  • AI Research

    Leveraging ten years of expertise in data science consulting, we tackle some of the toughest industrial challenges with innovative AI solutions.

Trusted by the World's Foremost AI Development Companies

Our collaboration extends to hundreds of respected firms worldwide.

  • 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

AI Consulting Expertise - Our Sweet Spot

We specialize in developing production-ready AI-powered applications.

Dedicated AI Company

Unlike larger, more general purpose IT agencies, we specialize in AI software development. We’re more flexible, more pragmatic, and better suited to your AI project.

Experienced AI Consultants

Incorporated in 2013, Winder.AI is one of the oldest dedicated AI development companies in the world. We’re still going strong because our customers love our work.

Collaborative AI Development Services

We exist to help companies like yours develop their AI systems. Our size enables us to provide you with an exemplary service and adapt to your ways of working.

AI Innovation Solutions - Responsible AI For Value Realization

Vast swathes of business value remains untapped in most enterprises. We can help unlock your potential in the AI era:

Enterprise Application AI

Identify artificial intelligence opportunities within common enterprise applications to optimize processes, improve decision-making and automate tasks.

Generative AI (like ChatGPT)

We’re experts in ChatGPT business use cases, exemplified by our product StableAudio for Stability AI.

Conversational AI

Implement artificial intelligence-powered chatbots, search and virtual assistants to improve customer relationships and empower your workforce.

AI Engineering and Operations

Operate your artificial intelligence at scale with our comprehensive MLOps services.

AI Integrations

Using industry standard APIs and integrations, we can enhance and integrate artificial intelligence into your existing systems and processes.

AI Technologies - Tailored, Robust, and Scalable

As a dedicated AI consulting company, Winder.AI stands out with its flexible, decentralized approach, delivering a vast range of AI/ML solutions:

Large language models

For advanced text-based applications, including QA systems like the enterprise AI platform for Shell.


Pioneering in generative AI across media types for creative industries, exemplified by StableAudio for Stability AI.


Highly experienced in Natural Language Processing (NLP), e.g. we built Google’s BERT implementations in Vertex AI

Image/Computer Vision

Delivering cutting-edge image analysis solutions, from retail safety compliance to industrial monitoring.

Structured Data and Predictive Analytics

Transforming data into predictive AI insights to drive strategic decisions.

Deep Learning and Traditional Methods

Winder.AI has been delivering machine learning consulting for over a decade and used hundreds of model architectures. Historically, we’ve even trained thousands of engineers in machine learning.


Unmatched expertise in complex time-series analysis and digital signal processing.


Extensive experience in high-dimensional streaming audio detection and recognition, e.g. detection, tracking and monitoring algorithms for Focus Sensors, OptaSense, and Frauscher.


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 Articles

Find more articles in our blog.
Testing and Evaluating Large Language Models in AI Applications

Generative AI

Testing and Evaluating Large Language Models in AI Applications

With the rapidly expanding use of large language models (LLMs) in downstream products, the need to ensure performance and reliability is crucial. But with random outputs and non-deterministic behaviour how do you know if you application performs, or works at all? This webinar offers a comprehensive, vendor-agnostic exploration of techniques and best practices for testing and evaluating LLMs, ensuring they meet the desired success criteria and perform effectively across varied scenarios.

Retrieval-Augmented Generation (RAG) Examples and Use Cases

Generative AI

Retrieval-Augmented Generation (RAG) Examples and Use Cases

Watch our webinar to explore Retrieval Augmented Generation (RAG) and its integration with Large Language Models (LLMs). Learn about RAG use cases, advanced LLM architectures, and techniques to enhance AI applications. Ideal for professionals utilizing or interested in RAG and LLM-powered systems.

Generating Keywords Automatically With llama-cli and Phi-3


Generating Keywords Automatically With llama-cli and Phi-3

Automate keyword generation for your Hugo blog with llama-cli and Phi-3. Learn how Dr. Phil Winder used local language models to generate SEO-friendly keywords for Winder.AI, enhancing related content linking and site performance. Get the complete script and code explanation for effortless keyword management.

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 Consulting Project Now

The team at Winder.AI are ready to collaborate with you on your ai consulting 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.