Machine Learning / AI
Training an AI is like climbing a mountain; you have to make sure you're climbing the right peak.
Our Expertise
Each member of our data team is highly experienced and has built real-world products from the ground up. Each of our data squads is led by an engineer with more than a decade of experience.
Our backgrounds span finance, telecoms, and hosting at Fortune 500 companies, start-ups, and scale-ups. We’ve taken prototypes that handle fewer than 100 requests per minute and transformed them into production-ready solutions that process over 500,000.
We have spent our careers building real products that have a profound impact, from proof-of-provenance AIs like Tracr, to fault-finding solutions like Lambdanetix, to social graphs like Lounge; enabling us to build highly performant intelligent solutions quickly.
With over a decade and a half of building products and companies, we've got you covered.
Our Process
Your needs
We start by establishing what your requirements should be, discussing your use cases, vision, and relevant key business objectives.
The data
The heart of any machine learning project is the training data. We’ll start by helping you analyse your data and label it for training the model.
The model
Once the data is ready, we’ll test multiple models (from LLMs to Deep Learning) to identify the most efficient and accurate for your use case, using genetic algorithms like NSGA-II (Non-Dominated Sorting Genetic Algorithm - II) to optimise the solution.