Attribute Every AI Dollar to a Department, Not an Invoice

Netra resolves every AI token to a named employee and department via directory sync — turning one consolidated vendor invoice into a chargeback report finance can actually run.

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AI COST INTELLIGENCE

Token Spend by Department

LIVE
August 2026 $87,510 total
Engineering$42,180
Sales$18,240
Support$14,760
Marketing$8,410
Legal$3,920
The Challenge

One AI Invoice, Zero Departments

AI spend is accelerating across chat, coding agents, and embedded copilots — often faster than finance can track it. The vendor invoice arrives as a single consolidated line, with no per-department breakdown, no per-user attribution, and embedded AI features hidden inside renewals that never show up as a distinct cost at all.

CONSOLIDATED INVOICE
$87,510

Consolidated AI vendor invoice, this month

WHO OWNS THIS SPEND?
Engineering?Sales?Support?Marketing?
DIRECTORY SYNC

Resolved Attribution

Synced
A. TorresEngineering
J. KimSales
M. WhitfieldSupport
R. AlaviLegal
The Capabilities

How Netra Attributes Every Token

Netra meters AI usage at the endpoint — no gateway, no proxy, no SDK — and resolves every token to a named user and department through directory sync. Teams can also use Netra to cap runaway agent spend and measure adoption across the broader Token Governance product.

The Capabilities

Key Features

01

Directory-Synced Attribution

Every token resolved to a named employee and department automatically, with no manual tagging and no code change to deploy.

TOP USERS BY DEPARTMENT
A. TorresEngineering3.1M tok
J. KimSales1.9M tok
M. WhitfieldSupport1.2M tok
02

Department Adoption Insights

Users, sessions and spend per department, so concentration risk — high spend on three users — is visible before the invoice arrives, not after.

ADOPTION BY DEPARTMENT
DepartmentUsersSessions
Engineering64 users4,180 sessions
Sales3 users1,920 sessions
Support28 users2,410 sessions
03

Customer-Owned Cost Table

Your own negotiated per-model rates convert raw tokens into a dollar figure finance recognizes — not list price, and not a black box.

CUSTOM MODEL RATES
Claude Sonnet$3.00 in / 1M tok$15.00 out / 1M tok
GPT-4.1$2.50 in / 1M tok$10.00 out / 1M tok
Gemini 2.5$1.25 in / 1M tok$5.00 out / 1M tok
04

Showback-to-Chargeback Export

A finance-ready report by department, exportable in month one as showback and adopted as chargeback once every stakeholder trusts the numbers.

EXPORTS & INTEGRATIONS
Department Chargeback — August 2026.csvFinance
Kafka → SIEM / data lakeLive
API credentials for BIActive

Ready to See What AI Is Actually Costing You?

Schedule a demo to see how Netra can resolve your AI spend to the department, in your own data — not a demo environment.

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