Bioz offers a search engine for life -cience experimentation designed to guide scientists to most-validated and cost-effective products to use in their experiments: evidence-based product recommendations. Reverse-engineered from real-world experiments described in over 500 million pages of scientific text from peer-reviewed articles and developed by an experienced team of software engineers, led by AI experts from Microsoft and Google and Nobel Prize winners in chemistry, the firm's technology incorporates proprietary NLP, ML, neural networks, deep learning, and domain-specific named-entity recognition, entity matching, and entity linking algorithms. Accelerating the pace of medical experiments can be a major factor in speeding up drug discovery representing signifcant saving of research dollars.