Research
Where new architectures are prototyped.
MindHYVE's research output flows out of HYVE Labs — the R&D Division where compound architectures, Digital Employee designs, and substrate experiments are tested before productization.
- R&D Division
HYVE Labs
Where new inventions are prototyped. Originated July 2022 as Bill Faruki's personal Azure R&D environment; folded into MindHYVE.ai, Inc. as the R&D Division after incorporation in July 2024.
- Publications
Papers
Research output and joint papers with institutional partners. The first published paper — “The Case for AI Competency in PharmD Education,” prepared with California Northstate University — is live; positioning papers on the four-layer architecture and the compositional fabric are in active drafting.
- Outcomes
Case Studies
Independently-validated learning and clinical outcomes from MindHYVE.ai deployments. The first case study — the FDE Pakistan pilot, with pre/post assessments designed by the Pakistan Institute of Education — documents measured gains of +35.6% (urban) and +22.5% (rural) in History across a 4-week instructional window.