9th Annual Program Recognizes AI Innovators Shaping the Next Era of Global Innovation
Cambridge, Massachusetts, June 25, 2026–(BUSINESS WIRE)–Quantri, a leading provider of digital transformation services and technologies for the life sciences and healthcare industries, today announced that its MLConformerGenerator solution has been selected as the winner of the Machine Learning Innovation Award in the 9th AI Breakthrough Awards Program conducted by AI Breakthrough, a leading market intelligence organization that recognizes the top companies, technologies, and products in today’s global artificial intelligence (AI) market.
MLConformerGenerator is an inference server for spatially aware, purpose-driven, AI-assisted molecular design available on AWS and Google Cloud Marketplace. This enables the generation of new molecular structures tailored to specific shapes and binding sites, supporting advanced drug discovery and precision molecular engineering workflows. Its core features include shape-guided molecule generation for protein binding pockets and arbitrary 3D constraints, goal-driven optimization using reinforcement learning with custom scoring functions, reference-based conformer similarity for scaffold hopping and ligand-based design, and fragment-based generation for controlled molecule editing and growth.
“MLConfGen enables researchers to design new synthesizable and effective molecular structures tailored to specific shapes, opening exciting opportunities in large-scale drug discovery and molecular design,” said Richard Golob, CEO of Quantori. “We believe AI is the key to helping biopharmaceutical innovators accelerate their research and development pipelines and bring innovative treatments to patients around the world. Our AI-driven solutions are driving innovation in the life sciences and healthcare industries.”
The AI Breakthrough Awards have been researching, analyzing, and recognizing the most significant advances in artificial intelligence for nearly a decade, but this year’s field is the strongest yet. Thousands of nominations came in from more than 20 countries across categories such as agenttic AI, generative AI, computer vision, AIOps, robotics, natural language processing, and industry-specific AI applications, highlighting the explosive global growth of AI and its importance as a defining technology of our time.
“MLConformerGenerator delivers significant improvements over standard enumeration while reducing computational overhead. Molecule generation has evolved toward a more constraint-aware form of molecular design, resulting in more expressive pocket and profile recognition systems. However, that expressiveness can increase setup complexity, computational overhead, and resource demands,” said Steve Johansson, Managing Director, AI Breakthrough. “Whether you’re building next-generation therapeutics or exploring chemical space, MLConformerGenerator provides a scalable, shape-aware solution for molecule generation.”
