Expert AI consultancy and automation since 2013. Discover why Google, Microsoft, and Stability AI trust Winder.AI’s technology consulting and ML engineering.
The team at Winder.AI are ready to collaborate with you on your AI 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.
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.
At Winder.AI, our AI consultancy empowers organizations like yours to excel in technology consulting and 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 strategy and solutions, we are the trusted partners you need. Ready to transform your vision into reality? Get in touch today.
Our collaboration extends to hundreds of respected firms worldwide.
We specialize in developing production-ready AI-powered applications.
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.
Incorporated in 2013, Winder.AI is one of the oldest dedicated AI consultancies in the world. As a specialist AI agency, we’re still going strong because our customers love our work.
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.
Vast swathes of business value remains untapped in most enterprises. Our AI consultants help you automate processes and unlock your potential in the AI era:
Identify artificial intelligence opportunities within common enterprise applications to optimize processes, improve decision-making and drive AI automation across your organization. Our AI consulting helps you prioritize the highest-impact use cases first.
We’re experts in ChatGPT business use cases, exemplified by our product StableAudio for Stability AI.
Implement artificial intelligence-powered chatbots, search and virtual assistants to improve customer relationships and empower your workforce.
Operate your artificial intelligence at scale with our comprehensive MLOps services.
Using industry standard APIs and integrations, we can enhance and integrate artificial intelligence into your existing systems and processes.
Navigate your AI transformation with confidence. Our AI strategy consulting helps you build a roadmap from initial assessment to full-scale deployment, ensuring every initiative aligns with your business goals and delivers measurable ROI.
As a dedicated AI consulting company, Winder.AI stands out with its flexible, decentralized approach, delivering a vast range of AI/ML solutions:
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
Delivering cutting-edge image analysis solutions, from retail safety compliance to industrial monitoring.
Transforming data into predictive AI insights to drive strategic decisions.
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.
Case study
Winder.AI helped Apartment List modernize its machine learning operations by unifying data pipelines, automating Kubeflow workflows, and introducing enterprise-grade governance. The outcome: consistent training and inference data, faster deployment cycles, and self-service capabilities that enabled Apartment List’s data science team to scale model delivery with confidence.
Case study
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.
Case study
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.
AI
Every organisation runs on documents. Invoices, contracts, claims, applications, correspondence. They contain the data that drives decisions, triggers payments, and satisfies compliance requirements. The problem is that most of this data is trapped in unstructured formats that only humans can read.
Document intelligence changes that. It’s the AI capability that reads, understands, and extracts structured data from unstructured documents. It is rapidly replacing the manual data entry and basic scanning workflows that most businesses still rely on.
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.
This page provides answers to our most common questions. If you have a query that isn't covered, please get in touch.
From the outset we are pragmatic and honest. We only take on work that we believe in and we’re not here to make a quick buck. We promise that our AI expertise is the best in the business with a flexibility and value that outshines the rest.
As an AI agency, we’re able to deliver full AI-driven products. However, many of our clients leverage our AI and machine learning expertise only.
Most likely, yes. We can’t list everything we work with because the list would be too long! We operate independently from any vendor to make the best technology decisions for the task at hand. But of course if you have already chosen the stack, we will try our best to fit into that.
We typically prefer AI software and model development work, since we like to have a hand in the projects we work on. But we do also offer consulting for projects that have good alignment.
We need to ensure that we are able to deliver an exemplory service to you, which means that we need to make sure your project is a good fit for our skillset. Please fill out the form below to begin that process. We will be in touch to schedule a welcome call.
Prices depend on the complexity, length and strategic nature of the project, as well as the contract type. Please view our pricing page to learn more.
Artificial intelligence (AI) is a suite of technologies and techniques that aim to automate processes, tasks, decisions and strategies in business.
AI uses information, known as data, to learn patterns. The AI then uses these learnings to automate decisions.
All AI solutions require what’s known as “plumbing.” AI experts leverage APIs to move and transform data to where it is needed, typically by writing code that reliably repeats the process. The exact details depends on what systems you use.
Many business processes or decisions that require speed or scale can benefit from AI. So long as there is an interface between the AI and the process (i.e. access to data).
The number of AI use cases has increase dramatically over the past 10 years. To the point where it’s simplest to say that AI can be used everywhere. So long as you have or can get access to data that represents your task, an AI solution is possible.
An AI consultant assesses your business processes, identifies opportunities where artificial intelligence can deliver measurable value, and designs a strategy to implement those solutions. At Winder.AI, our AI consultants go beyond advice — we are engineers who build, deploy and maintain the AI systems we recommend, ensuring you see real results from strategy through to production.
An AI agency is a specialist company that provides end-to-end artificial intelligence services, from consulting and strategy to development and deployment. Unlike general IT agencies, a dedicated AI agency like Winder.AI focuses exclusively on AI and machine learning, which means deeper expertise and faster delivery for your project.
Look for a consultancy with proven experience in your industry, a strong portfolio of case studies and hands-on engineering capability — not just strategic advice. Winder.AI has been delivering AI consulting since 2013 for clients including Google, Microsoft and Stability AI. We recommend asking for references, reviewing published case studies and ensuring the team has PhD-level expertise.
Yes. AI automation is one of the most impactful outcomes of AI consulting. Our consultants identify repetitive processes, data-intensive workflows and decision points that can be automated using machine learning and intelligent systems. From document processing and customer service to supply-chain optimisation, AI automation can dramatically reduce costs and increase throughput.