Cost Governance
Per-tenant metering for every Airflow DAG, Langflow flow, and LLM call. Budget enforcement, anomaly detection, and FinOps dashboards with >99% cost attribution accuracy — so no bill is ever a surprise.
>99%
Cost attribution accuracy
Per-tenant, per-workflow, per-LLM-call
<5%
Budget variance
With anomaly detection + alerts
Zero
Surprise overruns
Hard-stop budget guardrails enforce limits
100%
Chargeback accuracy
Exportable per-tenant cost reports
Who It's For
Only 44% of organizations have AI financial guardrails in place today. Vharta.ai closes that gap across every persona that touches workflow and AI costs.
FinOps / Finance Teams
The problem today
No way to attribute AI and workflow costs to individual teams or products. Surprise bills at month end.
With Vharta.ai
Per-tenant metering with exportable chargeback reports. Every DAG run, every Langflow flow, every LLM token is attributed to a tenant with sub-1% variance.
Platform Engineers
The problem today
Teams exceeding resource quotas cause noisy-neighbor problems. No automated enforcement — only manual intervention after the fact.
With Vharta.ai
Resource quotas and budget alerts enforced automatically. Hard-stop limits prevent overruns before they impact other tenants.
CTOs / VPs Engineering
The problem today
Only 44% of organizations have AI financial guardrails in place. AI spend is growing 30%+ YoY with little visibility.
With Vharta.ai
Board-ready cost dashboards aggregating workflow execution and LLM spend. Trend analysis, budget vs. actual, and anomaly alerts in one view.
Platform Capabilities
From metering to enforcement to dashboards — every layer of cost governance built in, not bolted on.
Meters every workflow execution at the tenant level.
Attributes every AI/LLM call to a tenant, workflow, and user.
Flags unusual spend spikes before they become invoice surprises.
Enforces per-tenant budgets with automatic hard stops on overspend.
Breaks down cost by tenant, workflow, engine, and LLM model.
Reconciles platform metering against your actual cloud bills.
See how Vharta.ai's FinOps dashboards and per-tenant budget enforcement eliminate surprise bills and enable accurate chargebacks.
