Traceability & Audit (TA)

Transforms ephemeral AI logs into an immutable financial subledger. It provides the granular, audit-ready data required for internal chargebacks, regulatory compliance, and absolute accountability across your entire AI infrastructure.

100%

Auditable Token Provenance

< 1 Min

Automated Chargeback Export

0%

Unattributed AI "Ghost Spend"

Audit-Ready

SOC2 / ISO Financial Ledger

Problem & Solution

The "Shadow AI" Attribution Gap

Unattributed Infrastructure Spend

Engineering teams often have "leaky" abstractions where agents or legacy features burn tokens without a clear owner. Without TA, these costs are lumped into a generic "Development" bucket, making it impossible to identify waste or decommission inefficient models.

Problem & Solution

The Manual Chargeback Nightmare

The Finance-to-Eng Translation Gap

At the end of every month, Finance asks for a breakdown of the LLM bill by department (e.g., Marketing vs. Product). This forces senior engineers to spend hours manually parsing JSON logs and CloudWatch metrics to "guess" the attribution.

Problem & Solution

Compliance & Governance "Black Holes"

Non-Auditable AI Pipelines

As AI moves into regulated industries (FinTech, HealthTech), "we spent $50k on OpenAI" is no longer a sufficient audit trail. You need to prove exactly what data was processed, under what budget, and by which specific agent version to meet SOC2 or ISO requirements.

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.