Token Optimization
FinOps for AI. Govern token spend across every provider
The AI revolution does not require reinventing FinOps. It requires accelerating it. AI splits one big decision into thousands of small daily decisions across five or more providers. Latil Token Optimization brings integrated financial management to every token, team and model.
Token FinOps
Providers in one view
Daily AI decisions
1,000+
Budget control
Active
How Token Optimization works
Turn traditional financial reporting into granular, token-level control. One FinOps practice covering all AI providers, with the same governance discipline cloud teams already trust.
Unify spend across providers
Consolidate OpenAI, Anthropic, Google and other AI accounts into a single view, including multi-organization billing, while keeping API keys and teams separate.
Govern thousands of daily decisions
Give budgets real efficacy: track tokens by team, workflow and model, cut waste, and stop silent overruns before they hit the invoice.
Turn token data into executive decisions
Executive reports translate token-level usage into business language. Role-based views adapt for FinOps, Finance and DevOps, and workflows can run from email or directly inside Claude via MCP.
Key use cases
Multi-provider AI billing
One control plane for OpenAI, Anthropic, Google and the rest of the stack.
Team and model budgets
Allocate and enforce token budgets by team, project, model and environment.
Executive AI cost reports
Turn raw token usage into the numbers finance and leadership actually use.
FinOps in the workflow
Trigger cost workflows by email or operate them inside Claude via MCP.
What it delivers
- Integrated FinOps covering all AI providers, not a new silo
- Token-level granularity instead of one opaque invoice
- Budgets that stay effective when usage is split across teams
- The same FinOps practice, accelerated for generative AI
For whom?
Finance, FinOps and platform teams in companies running AI across multiple providers that need cost control with the same rigor they already apply to cloud.
Key roles:
Let's explore what's possible
Book a 20-minute no-commitment call. We'll listen to your situation, map it to real solutions, and give you a clear picture of what's achievable.