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.

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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.

Multi-Cloud

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.
AI in Aviation Case Study: Flight Scheduling Using Digital Twins and Reinforcement Learning

Case study

AI in Aviation Case Study: Flight Scheduling Using Digital Twins and Reinforcement Learning

Using digital twin data to build flight traffic simulators and train reinforcement learning AI agents. A leading aerospace business and Winder.AI opened new horizons for dynamic, data-driven scheduling solutions that integrate with our client’s advanced flight planning technology.

AI in Aviation Case Study: Predicting Taxi Times

Case study

AI in Aviation Case Study: Predicting Taxi Times

Leveraging predictive analytics and a stand-to-runway modelling approach, Winder.AI and our aviation client improved taxi time predictions to reduced ground delays and improve fuel efficiency.

Transforming Legal Research with AI Legal Text Analysis

Case study

Transforming Legal Research with AI Legal Text Analysis

Legal AI assistant improves legal coding efficiency by automating data analysis, reducing workload, and accelerating research.

Recent Articles

Find more articles in our blog.
Generative AI Implementation for Lawyers: IP, Data-Protection & Contracting Risks

Legal

Generative AI Implementation for Lawyers: IP, Data-Protection & Contracting Risks

Curious how AI projects really unfold beyond the hype and what risks lawyers must spot before they commit to projects? In this candid fireside chat, AI veteran Dr Phil Winder teams up with Mills & Reeve tech-law partner Paul Knight to swap war stories, legal landmines and practical guardrails from the front lines of implementation. This 40-minute session arms you with the insider insights every in-house team needs before signing their next AI deal.

Early Adopter Release of Kodit: MCP server to index external repositories

Ai

Early Adopter Release of Kodit: MCP server to index external repositories

A lot of my work today is assisted with AI. From editing blog posts to developing proposals. But the number one use case is AI-assisted coding. Tools like Cursor,l Cline, Roo, Aider, Claude Code, etc. have disrupted software engineering to levels I hadn’t anticipated. But still, it’s not perfect.

This post is about one particular set of problems and a new open source tool I developed to alleviate it.

AI-Native Transformation: How AI is Driving Organisational Change

Talk

AI-Native Transformation: How AI is Driving Organisational Change

As AI-native transformation reshapes the technology landscape, organizations must rethink not just their tools but their entire structures and processes. Simply adopting AI technologies is not enough. True transformation requires organizational change, guided by a deep understanding of both technical feasibility and business value.

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.

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