The gateway sees every token — Optimize makes every token count. Semantic caching, budgets with teeth, and right-size routing backed by a growing library of specialized SLMs — 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.
A workforce isn’t all senior generalists — you staff each task with the right specialist. Optimize routes every request to the smallest model that clears its quality bar, backed by a growing library of specialized, cost-efficient SLMs curated for common enterprise work.
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 — including curated specialist SLMs for routine work — 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.