Use Cases

Built for teams shipping AI agents

Pick your segment to see how CostLens solves your cost-tracking challenges.

FinOps for AI

Pain: LLM bills arrive as a single number — no visibility into what drove the cost or which agent is burning through the budget.

How CostLens helps: Break down costs by agent, feature, and user. Set budget alerts. Export to finance systems.

Agent Fleet Management

Pain: 10+ agents running in production — no way to compare efficiency or identify optimization opportunities.

How CostLens helps: Rank agents by cost per task. See efficiency trends. Prioritize optimization work.

Usage-Based Billing

Pain: Can't attribute agent costs to specific end-users for accurate pass-through billing.

How CostLens helps: Track spend per user. Generate invoices from the audit-ready ledger.

Runaway Loop Detection

Pain: Agent loops burn through thousands of tokens — discovered only after the bill arrives.

How CostLens helps: Early-warning alerts catch unusual token consumption before budgets are breached.

ref: OWASP Top 10 for LLM Applications