PHARMA SHIFT - AI
It goes without saying that we all have complicated data that we want to make sens of. Data has become complicated because we are daily confronted to large, interesting, interconnected, and unstructured datasets. We therefore have developed our own approach to machine learning that deals exclusively with non-labeled data, sort of unsupervised learning, that consists in both human & machine controlled intervention and using probabilistic models as well as techniques and methods such as probabilistic programming & Bayesian statistics, and Stochastic approximation. Indeed, inspired by the work of computer scientists & experts like Pedro Domingos, David Blei, Joshua Tenenbaum, Yann LeCun and many other brilliant minds we do combine human expertise to machine learning.
That being said, we are bringing probabilistic programming into our AI development which does not involve Neural Networks / Deep Learning or Reinforcement Learning, nor require a great amount of data for its learning.
OUR AI SOLUTION FOR PHARMA
Our new next-gen AI has been developed by Innovation Lab of our mother company Tesla Duo Group Ltd and is entirely dedicated to Pharmaceutical, Biotechnology & Healthcare organizations make uncertainty-driven exploration to resolve their real-world problems. We enable a better use of the internal data resources between stakeholders as well as with Local Operating Compagnies for development projects. Our Machine Intelligence As A Service solution drives results across a range of needs particularily from a data science perspective and helps our customers optimize their ressources, processes, and better understand their own customers.
We enable accurate and scalable data management by reading our customers' Entreprise data, interpreting & summarizing them, and making accurate predictions to help them rapidly adapt as their business & customers evolve.
HOW IT WORKS
Pharma Schift - AI is actually an interface engine that acts like an autonomous machine intelligence, a sort of utility that flows information around the entreprise without a lot of effort.
Our system deals with your existing software and crawl through your company documentation & databases (CSV files, Excel spreadsheet, ...), learns from them and then become the domain-specific expert you need for your business that serves the right content to the right person at the right time. It goes to any of these data sources, reads it, understands it and pulls it together for whatever view you need without a real humain intervention.
Prior to that, we build a longside your team a probabilistic model (human part) that describes well the imaginary generative process of the data in concern taking into consideration . Then, for the machin part, we train that model in the cloud with 4 or 5 training examples using the most appropriate solver and then start exploring the data from a prediction, building a retrieval information system, etc.
We are therefore coming up with a unifying fabric to express any machine learning probability distribution or statistical machine learning system making a combinaisons in the most rigourous way.
If you are interested in our Pharma Shift - AI related solution and get involved in our alpha private product prior to its launch, please fill out the form below.