Academic Research
ContextNest: Verifiable Context Governance for Autonomous AI Agents
Research preprint (arXiv)
Misha SulpovarPromptOwl, LLC
Benn R. KonsynskiGoizueta Business School, Emory University
Qaish KanchwalaIndependent
Gabe GoodhartIBM Research
Published: June 15, 2026
Verifiable Context Governance
The complete research preprint (arXiv), with co-authors from Emory University and IBM Research, is available for direct reading or download.
Bring Provenance and Governance to Your AI Workforce
Stop deploying probabilistic, black-box retrieval systems. Run ContextNest as your governed knowledge substrate so every source is auditable and agents get the same context for the same question, every time.