TokenVisor is an AI governance and control platform designed to help organisations bring large language models into production with visibility, policy enforcement, routing, budget controls and auditability. Its control layer is positioned to operate at the GPU and AI-server level, supporting enterprise and government workloads. Deployment options include public cloud, private virtual private clouds and on-premises GPUs.

The platform provides analytics on requests, token usage, costs and model interactions, with views by team, department, project and model. Its policy engine can scan prompts and attachments for personal information, redact sensitive data, apply configurable content guardrails and pause high-risk requests for human approval. TokenVisor also inspects requests and routes them according to sensitivity, team or workload, helping organisations direct data to appropriate environments.

For spending oversight, users can set team- or project-level budgets, receive threshold alerts and enforce hard caps. The audit capability records request details, timestamps and safety information in structured, PII-scrubbed logs designed for export and compliance reviews.