AI & MLOps

Artificial Intelligence is making its way into all areas of our private and personal lives at high speed. But leveraging Machine Learning effectively is suprisingly difficult. Often the focus is only on model architecture and training, but training data creation, model deployment and result interpretation are at least equally important.

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Artificial Intelligence has Many Facets

The global production sector is facing many challenges. We want to empower builders around the world to solve them.

Natural Language Processing

NLP is a vast field, ranging from small, focussed models to Large Language Models like ChatGPT.

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Recommender Systems

Recommenders drive the engagement in many applications we use on a daily basis, including Online-Shops, Social Media or Media Streaming.

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Machine Learning Operations

Just training a good model is not enough. Only when you can bring it into production its value can be realized.

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Backend Development

The backend of an application is arguably the most critical part. Getting the logic right and making sure the application is secure is far from trivial. Therefore you should rely on experts when designing and implementing it.

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For ML-Projects, the journey from idea to production holds many challenges

Very often, building a first prototype can take as little as a couple of hours. But creating a model with production-ready output quality, embedded in a system that allows deployment, regular updates, monitoring, governance and interpretation easily takes several months.

Why Alpha Affinity?

Because we make software development look simple!

We are always fully committed to the success of our customers - which probably explains our 100 % satisfaction rate. Get in touch with us and tell us about your ideas or problems and we will find out how we can support you!

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  • A schematic illustration of a growing cube, representing scalability.

    We have all the skills inhouse that are needed to successfully bring an AI-Model from idea to production.

  • We leverage the latest pre-trained models and techniques like AutoML to speed up the development process significantly.

  • A start in a light bulb, representing an idea.

    We know that the fanciest model is not necessarily the best option for every use case and alway explore different options.

We help you realize your vision.
We are more than just an agency. We are your reliable partner and treat your idea as if it was ours.

Knowledge Base

Data-Driven Supplier Scouting - Why Web Data is the Best Source of Information for Automated Supplier Scouting

In an increasingly complex and volatile world, it becomes hard to analyze supply markets and find new suppliers with traditional approaches. By leveraging publicly available web data we can partially automate the supplier scouting process and significantly improve the results.

More Than Just BI - External Data Enables a More Holistic Approach to Intelligence

In times of change and uncertainty, the effective utilization of external data has proven to be a significant competitive advantage. Accurate, real-time information on markets, suppliers, and competitors is key for making strategic decisions and developing robust predictive models in complex environments.

These 7 Attributes Make or Break the Value of Your Data

Estimating the value of a dataset can be difficult, especially if it is very new and unique. With our simple framework, you can get a better understanding of its value and find out if it is worth considering external monetization.