MindWalk targets multi-year pharma deployments as it expands ReefIQ licensing
HYFT•MindWalk plans to position ReefIQ as a governed, model-agnostic biological context layer and target multi-year deployments with pharmaceutical companies. Its planned licensing model would meter fees by data stored and compute used.
1. Deployment strategy
MindWalk outlined plans to deploy ReefIQ alongside existing pharmaceutical data platforms, adding biological context to sequences, structures, assays and omics data at ingestion. The company plans to begin with data management and expand into analytics, models and agents, with licensing tied to stored data and compute usage.




