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.
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.
We've worked with hundreds of amazing people, all over the world.
We specialize in developing production-ready AI-powered applications.
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.
We combine our bespoke AI solutions with cloud-native software engineering and MLOps to produce production-ready AI.
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.
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.
For intelligent interaction in text-based domains, e.g. QA platform.
As experts in AI, we’re able to deliver models, infrastructure and APIs to match your requirements, e.g. an aerospace company.
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
Automate your backend processes to enable scale and improve efficiency, e.g. in Finance.
Your product needs a feature that requires a machine learning lifecycle, e.g. E2E MLOps solution in Grafana.
We’re experienced at developing full products where AI is the core value proposition, e.g. Bacalhau.
Case study
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.
Case study
Bacalhau is a project started under Protocol Labs, but has now spun out into Expanso, Inc. Expanso is a leading Web3 innovator specializing in developing next generation decentralized commodity services. This case study, which includes a video presentation, describes the proceeds of this collaboration. The Bacalhau team asked Winder.AI to help them develop a new AI product designed to perform data engineering at web-scale, backed by Web3 technologies.
Case study
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:
Ai
I recently migrated a production Python codebase to Go using Claude Code as the primary coding agent. The codebase was Kodit, an MCP server and CLI tool for indexing code repositories. It had a well-structured Python backend with a FastAPI server, SQLAlchemy ORM, Pydantic models, and a search pipeline combining BM25 and vector embeddings.
Talk
Building AI-powered applications is exciting, until you need to evaluate whether your model actually works. How do you test an AI system that gives different answers every time? How do you gather enough test data to be confident in your results? This one-hour practical webinar will transform you from uncertain to confident about AI evaluation.
Talk
While 71% of organizations have deployed generative AI in at least one business function, fewer than 5% of AI pilots achieve meaningful revenue impact. This gap between experimentation and production success represents both the greatest challenge and opportunity for technical leaders in 2025.
This page provides answers to our most common questions. If you have a query that isn't covered, please get in touch.
Our knowledge, experience and flexibility allows us to deliver untold value to you and your product. We’re renowned experts (e.g. RL), we helped to found fundamental shifts in AI delivery (e.g. MLOps), and we’ve helped countless others develop their products.
In a product development role, we provide AI consulting services within a production-ready framework that suits the project we’re working on. That could be as simple as a REST API with minor monitoring elements or a fully-fledged full-stack application with an MLOps suite.
Check out our about page to learn more about how we work.
We like to work with time and material contracts to provide flexibilty. But we’re happy to work on fixed cost projects too. Check out our pricing page.
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.
