Unit Economic Tracking (UET)

Transforms raw token spend into precise feature-level COGS, providing the data-driven visibility required to prove and guarantee positive gross margins for every AI-native outcome.

100%

Per-Token Cost Attribution

80%

Finance Reconciliation Effort

Real Time

Feature-Level Profitability

0%

Unattributed AI Spend

Problem & Solution

The Customer Subsidy Trap

Hidden Margin Erosion

Without per-user cost tracking, "Power Users" can consume 10x more tokens than they pay for in subscription fees, meaning your most active customers are actually destroying your gross margins.

Problem & Solution

Multi-Model Complexity Gap

The Attribution Nightmare

Using a mix of OpenAI, Anthropic, and local models makes unified cost reporting impossible. Manual spreadsheets are outdated the second they are saved, leaving you blind to your true total spend.

Module

Deploy Agents with Guaranteed Profitability

Stop guessing your AI margins. Integrated modules that provide real-time circuit breakers and granular cost attribution for every token generated.

How It Works

Agentic Workflow

Upload your documents, let AI build adaptive learning paths, deploy instantly, and certify.

Meter & Attribute

Real-time tracking of every token and API call, automatically mapped to specific users, features, or departments.

Analyze Spend Velocity

Continuous monitoring of consumption patterns to detect recursive loops or anomalous spikes before they hit your budget.

Surface Economic Insights

Convert raw infrastructure data into clear unit economics, identifying your most profitable agents and margin-draining features.

Enforce Autonomous Controls

Set granular budget guardrails that automatically throttle, downgrade, or kill agentic processes to protect your bottom line.

Guarantee Your Gross Margins.

Get the Financial Circuit Breaker integrated into your AI stack immediately. No procurement nightmares.