Knostic vs OneTrust AI Governance

Knostic provides need-to-know access controls for enterprise AI assistants such as Microsoft Copilot, Glean, and Gemini. The platform discovers shadow AI usage, enforces knowledge-layer policies at request time, and produces audit logs that document who accessed what data through which AI system. Headquartered in Herndon, Virginia, Knostic was founded in 2023 and serves regulated industries that need to adopt LLMs without exposing sensitive internal data.

OneTrust AI Governance is a platform that centralizes AI inventory, risk assessment, policy enforcement, and monitoring for enterprises scaling AI adoption. It automates workflows for approvals, attestations, and audit-ready reporting while providing real-time observability into model performance, drift, and policy violations across data, models, and agents. Distinct from narrower tools, it integrates with broader privacy and risk management for connected oversight, supports runtime guardrails like prompt filtering and data redaction, and aligns with multiple global standards to enable faster AI delivery without increasing compliance burden. The solution serves large organizations including Fortune 500 companies across sectors like financial services, healthcare, saas-technology, and retail-ecommerce, helping them prove responsible AI use amid evolving regulations.OneTrust AI Governance,OneTrust Solutions AI Governance,OneTrust Company,Crunchbase OneTrust,OneTrust News Series C