Whether you're a young startup or established company, we can help you add AI to your business. Through machine learning you can predict events occurring, profile buyer traits, or discover why events occurred. This can allow you to...
Create successful pairings based on compatibility predictions
Adjust prices based on future surges or drops in demand to maximise revenue
Boost sales or engagement by showing each user the most relevant content and products.
Extract themes for spam filtering, indexing content or sorting help requests
Numerically rate influence, evaluate risk, or rate quality based on past results
Infer a user's location from secondary sources to personalize their experiences
You'll be assigned one of our PhD data scientists to take you through the process. This could be to get you started with data processing, build a model, or to create the full software. The process involves some or all of the following:
Our team of data scientists will get to grip with the problem you're solving and translate it into a statistical challenge.
After understanding the challenge, we'll see what your data contains and organize it for processing by our automated systems.
We'll train our AI on your optimized data set. It will be gradually refined until the predictions reaches the highest possible accuracy.
The trained model will be deployed as a software API, which forms an interface to convert new data into consumable predictions.
We can develop the software around the API. You'll get a complete app, ready for use by your customers or team.
Predictive models need less data than you think. We often work with data sets as small as a couple thousand rows. As a personal best, we even built a model based on only 3000 patients that let our customer Medibio determine if patients had a neurological illnesses from cardiac data collected from a wearable. If you're worried about not having enough information about each user, we can also help. With data augmentation we can add information about each user based on publicly available sources. Past augmentations have provided as much as 100% improvement in predictive power.
We have delivered production ready machine learning solutions for leading enterprises and startup companies. Contact us to see how we can help solve your big data challenges