MindWalk says ReefIQ biological context layer delivers function-aware ontology for drug discovery AI
HYFT•MindWalk said ReefIQ encodes biology as function-aware pattern objects across sequence and structural data, drawing on 660 million patterns and 25 billion relationships. The platform has been commercially available since June 2026, and LensAI is in contracted, recurring arrangements with life sciences clients.
1. ReefIQ platform
MindWalk announced ReefIQ, a biological context layer that enriches client discovery data at ingestion, making sequences, structures, assays, omics and program history governed and queryable for AI workflows.
2. Pattern data and models
The layer uses HYFT technology built on 20 years of curation, covering 660 million patterns and 25 billion relationships. LensAI and third-party models can run on the same governed layer.



