Cost Management Agent
Your agent owns every dollar of cloud and AI spend
Get full visibility into cloud and AI spend as Harness Cost Management Agent attributes, optimizes, and governs at the level of autonomy you choose.
Know what your AI actually costs
Spot overpowered models, bloated prompts, and retry loops, then fix the waste automatically before it compounds.
Spend Visibility
See exactly what each model, provider, and workload costs you, refreshed daily.
Anomaly Detection
Forecasts flag unusual spikes before they turn into budget overruns.
Automatic Remediation
Overpowered models and bloated prompts get fixed without waiting on a ticket.
Spot overspending before it compounds
Tie every AI session to a developer, then flag spend that's outpacing the code they're actually shipping.
Spend Per Developer
Every AI session ties back to the developer, team, or ticket it produced.
Overspend Detection
Flags developers whose cost per line of code exceeds the 75th percentile.
Shipped Output
Compares AI spend against lines committed, PRs merged, and ship rate.
Catch cloud waste before it adds up
See cost anomalies the moment they happen, broken down by provider, so nothing slips by unnoticed.
Anomaly Alerts
16 cost anomalies detected this week, flagged the moment they occur.
Provider Breakdown
See spend and trend across GCP, AWS, Azure, and OpenAI in one view.
Savings Recommendations
$310K a month in potential savings identified across 7,431 recommendations.
Key cost management features
The comprehensive feature set behind the Cost Management Agent, and how much control you have over each one.
AutoStopping
Idle VMs and Kubernetes workloads are stopped automatically and restarted on demand, eliminating waste around the clock.
Commitment Orchestrator
Recommends the right Reserved Instance and Savings Plan mix across AWS, Azure, and GCP, then re-optimizes coverage automatically as usage shifts.
Unit Attribution
Every dollar is mapped to the team, workload, model, or agent behind it, with no manual tagging required.
Budget and Anomaly Detection
Real-time budget monitoring per team with trend alerts before month end. Chargeback reports auto-generated for finance.
Chargeback and Showback
Accurate cost allocation reports for internal billing by team, cost center, and business unit with full audit trails.
AI Spend per Shipped Feature
See whether rising token spend actually produces more shipped code. Surface tokens burned on work that was abandoned, rewritten, or never shipped.
Spend control your CFO will trust
Budgets, policies, and audit trails enforce themselves automatically.
Configurable autonomy
Choose whether the agent recommends, waits for approval, or acts on its own, scoped by team, workload, or budget.
Budget and policy enforcement
Set spend limits and approved-model policies by team or use case. The agent enforces them and flags anomalies in real time.
Immutable audit trail
Every recommendation, approval, and autonomous action is logged with full context, exportable for SOC 2, ISO 27001, and FinOps reviews.
Natural language policy authoring
Describe a governance rule in plain English. The agent turns it into an enforced policy across AWS, Azure, and GCP, no OPA or YAML required.
