cost.optimize
AI Cost Optimization
Spending more on AI than you're getting back? We audit model selection, inference costs, token usage, and infrastructure — then cut the waste.
Model Selection Audit
Are you using GPT-4 where Claude Haiku would do? We map every AI call to the right model for the task — same quality, fraction of the cost.
Token Usage Optimization
Prompt engineering, context window management, and caching strategies that reduce token consumption without losing output quality — so your monthly API bill drops without touching your product.
Infrastructure Review
GPU allocation, batch processing, auto-scaling, and provider comparison. We find the infrastructure waste that internal teams miss because they're too close to the setup they built.
Ongoing Cost Monitoring
Dashboards and alerts that catch cost spikes before they hit your invoice. Know exactly what you're spending, by model, by feature, by team.
Most audits pay for themselves in the first month. Not satisfied? You don't pay.