Your Product Needs an AI Power-Up

Our AI engineers help vendors build amazing AI products. From MLOps vendors to ML product companies, Winder.AI is ready to scale your development.


Winder.AI allowed us to rapidly work on ideas that our core engineering team didn’t have time for. This allowed us to build new features faster… Their expertise significantly improved our product.

Seth Clark
co-founder and head of product at Modzy

AI Product Development Services - End-To-End AI Development for Your Product

Our development services make it easy to leverage AI in your product. With over a decade of experience, we've helped the likes of Google and Grafana, Microsoft and Modzy, Shell and Stabilty.AI fulfill their AI dreams.

  • AI Product Development If you're AI-focused and you need development expertise, look no further. We've helped build many AI companies you already know: Stability AI, Lightning AI, Modzy, Grafana, Google and many more.
  • AI Integration and Augmentation Your product will be better with AI automations and enhancements. Allow us to help integrate AI into your product to wow your customers and improve your efficiency.
  • AI Product Consulting 10 years of AI consulting means that we can provide insights that others can't. We can help guide your AI product development and avoid the costly mistakes made by your peers.
  • Integrations Multiply your product's usefulness and market share via integrations with other products. As users of AI, we're experienced providers of open- and closed-source third-party tooling.

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

AI Product Development 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 developing AI solutions. We’re more flexible, more pragmatic and better suited to integrate AI into your product.

Production Ready

We combine our bespoke AI solutions with cloud-native software engineering and MLOps to produce production-ready AI.

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.

AI Product Solutions - Solutions

Winder.AI is a flexible, decentralized, independent AI company who can deliver full stack solutions. Let us help you take advantage of AI in your product.

Question-Answering and Chatbots

For intelligent interaction in text-based domains, e.g. QA platform.

Backend AI Models

As experts in AI, we’re able to deliver models, infrastructure and APIs to match your requirements, e.g. an aerospace company.

Infrastructure Development

Infrastructure is often at the heart of AI scale, and we’ve worked hard with our clients to optimize their costs, e.g. optimizing training costs on Kubernetes

Backend Process Automation

Automate your backend processes to enable scale and improve efficiency, e.g. in Finance.

MLOps Features

Your product needs a feature that requires a machine learning lifecycle, e.g. E2E MLOps solution in Grafana.

Entire Product

We’re experienced at developing full products where AI is the core value proposition, e.g. Bacalhau.


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.
Build a Voice-Based Chatbot with OpenAI, Vocode, and ElevenLabs

Generative AI

Build a Voice-Based Chatbot with OpenAI, Vocode, and ElevenLabs

Why might we want to make an LLM talk? The concept of having a human-like conversation with an advanced AI model is an interesting idea that has many practical applications. Voice-based models are transforming how we interact with technology, making interactions more natural and intuitive. By enabling AI to talk, we open the door to numerous practical applications, from accessibility to enhanced human-machine interactions. This guide explores how to create a voice-based chatbot using OpenAI, Vocode and ElevenLabs.

Revolutionizing IVR Systems: Attaching Voice Models to LLMs

Generative AI

Revolutionizing IVR Systems: Attaching Voice Models to LLMs

Discover how integrating voice models with large language models (LLMs) can revolutionize IVR systems enhancing the user experience. Learn about the data and security concerns and potential implementations.

LLM Architecture: RAG Implementation and Design Patterns

Generative AI

LLM Architecture: RAG Implementation and Design Patterns

This presentation investigates several common production-ready architectures for RAG and discusses the pros and cons of each. At the end of this talk you will be able to help design RAG augmented LLM architectures that best fit your use case.

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.