CustosIO helps enterprise data teams see, explain, forecast, and control Databricks and AI spend before waste scales.
No credit card. Read-only system table access. Results in 24 hours.
Your data team ships faster than your FinOps process can follow. By the time finance asks, the waste has already scaled.
Useful data lives in system.billing.usage — but nobody has time to write the SQL, join the price catalog, and build attribution logic.
You signed a multi-year commitment. You have no real-time burn-down, no over-commit alerts, and no scenario modelling to renegotiate from data.
Genie, model serving, foundation models — each bills differently. Nobody has a unified view of compute + tokens + infrastructure per agent.
Modular by design — deploy what your team needs today, expand as your FinOps practice matures.
Cost intelligence & DBU attribution
Turn system.billing.usage into team-level cost attribution with EDP burn-down, anomaly detection, and waste identification.
AI agent & workload observability
Full visibility into agent fleet health, token costs, quality genome, and Unity AI Gateway model serving — the cost view your AI platform doesn't show.
Policy-as-code & budget enforcement
Define budget caps, governance rules, and auto-remediation in YAML. Get audit trails, compliance scores, and financial outcomes of governance.
Chargeback, unit economics & CFO reporting
Allocate Databricks costs to teams with proportional shared-cost distribution. Export to Excel, Slack, or PDF. Send weekly CFO digests automatically.
EDP burn-down & commitment planning
Model your multi-year EDP commitment against real spend trajectories. Get early warning before over-commit risk materialises and negotiate from data.
More modules coming
AI Catalog costs · Multi-cloud aggregation · Quota management
No agents. No code deploys. No data pipelines. CustosIO reads directly from Databricks system tables.
Provide read-only access via Databricks host URL and token. Runs as a native Databricks App — your data never leaves your workspace.
CustosIO scans system.billing.usage, identifies waste, detects anomalies with 3σ rolling baseline, and maps costs to teams via resource tags.
Set budget policies, allocate costs via Custos Ledger, and send weekly CFO digests to stakeholders. Guard enforces policies automatically.
Generic cloud cost tools don't understand DBUs, EDP, Genie, or Unity AI Gateway. We do.
Genie billing went live July 2026. Custos Lens was the first FinOps tool to track per-user Genie DBU spend from system.billing.usage.
Unity AI Gateway shows token costs. CustosIO adds compute + infrastructure. Custos Pulse gives you the total agent cost Unity AI Gateway can't.
Deployed as a Databricks App. No external SaaS, no data export, no custom connectors. Read-only system table access. Live in 5 minutes.
Custos Guard doesn't just alert — it terminates, pauses, and enforces with a YAML policy file. And shows you the dollar impact of every rule.
CustosIO pays for itself when it reduces Databricks waste by even 1–3%. Start with a free audit.
No credit card required
Best for teams spending $15k+/mo
Best for teams spending $50k+/mo
For $175k+/mo Databricks spend
All plans include demo mode with synthetic data. No live Databricks token required to evaluate.
Connect your Databricks workspace. Get your top 10 waste drivers, EDP risk assessment, and estimated annual savings. No credit card. No commitment.