The gateway sees every token — Optimize makes every token count. Semantic caching, right-size model routing, and budgets with teeth, driven by custom logic you control.
typical spend reduction in the first quarter
median semantic cache hit rate
code changes required in your apps
budget stops — no surprise invoices
Token costs compound quietly — by the time finance notices, the run-rate has doubled.
Frontier models answering FAQ-grade questions. Most requests don’t need the most expensive brain.
One provider invoice, forty teams. Nobody can say who spent what, or why.
Repeat and near-duplicate requests are answered from semantic cache — faster responses and a line item that goes down instead of up.
Route each request to the cheapest model that meets its quality bar — with automatic fallback when providers degrade, and A/B testing to prove it.
Token and dollar caps per team, app, and agent — soft alerts, hard stops, and spend attributed automatically so finance gets a bill, not a mystery.
Repeat and near-duplicate requests answered from cache — faster responses, and a line item that goes down instead of up.
Route each request to the cheapest model that meets its quality bar, with automatic fallback when providers degrade — no code changes in your apps.
Token and dollar caps per team, app, and agent — soft alerts, hard stops, and no surprise invoices at the end of the month.
Your rules, at the wire: compress verbose prompts, strip redundant context, enforce max-token policies, A/B route between providers — all in configuration, not code.
Spend attributed to teams and products automatically. Finance gets a bill, not a mystery.
Cache hit rates, routing savings, budget adherence — the slide that pays for the platform in the first month.
Semantic thresholds are tunable per route, TTLs are yours to set, and any route can opt out entirely. Accuracy-critical paths stay live.
Routes carry quality bars, and A/B mode measures both sides before you commit. You route down only where the numbers say it’s safe.
As an add-on on both tiers — most teams find first-month savings cover the subscription.