What is enterprise AI governance?

Enterprise AI governance defines how official company AI usage is authorized, routed, budgeted, logged, and reviewed across employees, departments, devices, models, APIs, and business tasks.

Can enterprise AI governance run on company servers?

Yes. TokenTally installs on company-controlled servers and keeps prompts, policies, employees, API keys, logs, and usage data local to the customer environment.

Enterprise AI governance

Govern official AI usage without exposing customer operations to a vendor dashboard

TokenTally is a local enterprise AI governance gateway for policy checks, prompt clarification, department permissions, approved APIs, token budgets, endpoint compliance, and audit logs.

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Enterprise AI governance controls

Policy engine

Rules can apply by department, employee, device, seniority, tool, model, API, and approved task scope.

Local prompt guard

A free local model and deterministic fallback classify prompts, score specificity, and generate clarification questions.

Network enforcement

DNS, proxy, firewall, DHCP, MDM, VPN, browser plugin, IDE plugin, CLI bridge, and endpoint agent artifacts support official usage routing.

Commercial separation

The owner platform manages subscriptions, invoices, licenses, and downloads only, never internal customer prompts or logs.

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Who needs enterprise AI governance?

Companies using AI across many employees, departments, devices, and model providers need governance when they must control access, budgets, auditability, and approved task scope.

What does TokenTally collect centrally?

The central owner platform collects subscription, invoice, license, customer contact, installation request, and download delivery metadata only.