AI Governance & FinOps

See what AI really costs your org — and whether it's used securely.

Toknz.ai centralizes AI token management, cost optimization, and security across every department — so leadership knows what AI costs, whether it's safe, and where it creates real value.

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Connects cost management · data security · workforce productivity — in one view for management.
1 key
Connect a vendor admin key — insights in minutes
$60k+/yr
Typical model-fit savings surfaced
All models
Cursor, Claude, GPT & more, one dashboard
24/7
Anomaly & exfiltration monitoring
One platform, three jobs

Manage, secure, and optimize AI across the organization

Toknz.ai analyzes how employees and teams use different models — turning raw usage into cost savings, security signals, and productivity insight.

Cost & FinOps

Centralize token management and AI-related costs across all departments — then cut them.

  • Per-user & per-team token spend, in one place
  • Model-fit savings — right-size premium models
  • Cut unnecessary usage & inefficient workflows

Security & Risk

Monitor unusual usage patterns and catch data risk before it leaves the building.

  • Off-hours activity & role-irrelevant prompts
  • Unauthorized interaction with company data
  • Sensitive-data extraction before an employee leaves

Productivity & Value

See which employees and processes turn AI into real business value.

  • Effectiveness per person & team
  • Coaching signals for under-leveraged users
  • One executive view of AI's business impact
For leadership

A clear view of how AI impacts your business

Toknz.ai connects cost, security, and productivity into one picture — how much AI costs, whether it's being used securely, and which people and processes generate value.

Spend, itemized. Token cost by department, team, model, and person — with savings you can act on.
Risk, surfaced. Behavioral anomalies and data-exfiltration signals, scored and explained.
Value, measured. Adoption and effectiveness that separate real productivity from waste.
app.toknz.ai / overview
TOKEN-SPEND YOU COULD SAVE
$5,181/mo
OPEN SECURITY ALERTS
5
ACTIVE ENGINEERS
27/28
EVENTS ANALYZED
33.8k
HIGH Non-company repo push — code committed to a personal GitHub account
HIGH Off-hours activity spike — 02:00–04:00, mass context ingestion
Get started

Know what your AI costs — and whether it's safe.

Connect one admin API key and see spend, security, and productivity across your organization.

Launch the platform → Talk to us