Platform · AI Cost Tracking

Token, model, and inference spend — governed like cloud.

Track AI Costs in Cost Explorer with connectors for Gemini, OpenAI, and related model usage, plus token monitoring for Digitomics agents.

Dedicated AI Costs category
Dedicated AI Costs category in Cost Explorer
Connectors for Gemini AI
Connectors for Gemini AI Models and OpenAI usage/billing
Token usage monitoring for
Token usage monitoring for Digitomics chat agents
AI cost tracking dashboard
Overview
“AI Cost Tracking treats model spend as a first-class IT cost category. Teams connect AI billing sources, review usage and spend signals, and ask agents about token and model cost drivers. Monitoring surfaces token usage for platform copilots so operators understand both vendor AI bills and internal agent consumption.”
Digitomics

Digitomics InfraOps

Total IT Cost Intelligence, Digitomics

Predictable AI budgets with

Predictable AI budgets with early spike detection

Clear model mix and

Clear model mix and cost-per-token visibility

Why It Matters

AI spend grows faster than traditional cloud line items and often lacks tag discipline.

AI spend grows faster than traditional cloud line items and often lacks tag discipline. Without dedicated tracking, model experiments become opaque P&L surprises. Digitomics places AI Costs beside cloud infrastructure so budgets, anomalies, and unit metrics apply equally to inference.

  • Dedicated AI Costs category in Cost Explorer

    Dedicated AI Costs category in Cost Explorer

  • Connectors for Gemini AI Models and OpenAI usage/billing

    Connectors for Gemini AI Models and OpenAI usage/billing

  • Token usage monitoring for Digitomics chat agents

    Token usage monitoring for Digitomics chat agents

Token cost breakdown
Core Features

**AI Costs** Cost Explorer category

Connect Gemini, OpenAI, or other AI billing sources under Connections. Open Cost Explorer → AI Costs to review categorized spend.

  • **AI Costs** Cost Explorer category

    **AI Costs** Cost Explorer category

  • **Gemini** connection details for model usage and billing signals

    **Gemini** connection details for model usage and billing signals

  • **OpenAI** connector for model usage, token spend, and API billing

    **OpenAI** connector for model usage, token spend, and API billing

Model spend attribution
Business Outcomes

Predictable AI budgets with early spike detection

Separate experimental and production model keys where possible. Review token monitoring alongside vendor AI bills monthly.

  • Predictable AI budgets with early spike detection

    Predictable AI budgets with early spike detection

  • Clear model mix and cost-per-token visibility

    Clear model mix and cost-per-token visibility

  • Shared language between ML, platform, and finance teams

    Shared language between ML, platform, and finance teams

AI budget controls
FAQ

Frequently asked questions

Get started

Put AI spend under the same controls as cloud.

Connect model billing, watch tokens, and budget AI Costs with Digitomics.