Many high value ML problems across a broad range of industries are data bound and traditional big data and deep learning methods offer little to no utility. At NetraMark we have a developed a next generation interactive machine intelligence platform that is helping pharma and biotech companies create therapeutic breakthroughs by redefining the way we see disease. Quantum computation plays a critical role in our vision as we approach applications for systems biology that complement our current technologies.