For engineering teams running AI

Your AI agents are burning money you can’t see.

Oryx watches every call your agents make, tells you exactly where the money went in plain English, and charges a share of what you actually save. Nothing else.

Works with Claude, OpenAI and Gemini · no card, no sales call

483%

Growth in enterprise AI spend from 2024 to 2026. The bill is the fastest-growing line item most companies have.

5–30×

More tokens an AI agent burns per task than a simple chatbot, because every step resends everything before it.

98%

Of finance teams now own AI spend, up from 31% a year ago. Somebody is being asked about this number.

In 2026 Uber exhausted its annual AI coding budget by April, and Microsoft pulled company-wide access to a tool months after rolling it out. This is not a hypothetical problem.

What it finds

Three ways your agents waste money.

Every finding is one sentence, in plain language, with a dollar figure and the exact fix. No dashboards to interpret, no logs to read.

Caching gaps
70–90% off

A large, unchanging instruction block resent in full on every single call. The biggest and most common source of waste in the industry, and the easiest to fix once you can see it.

Over-provisioned models
60–86% off

Your most expensive model doing trivial work: a one-line answer that a model costing a fraction as much handles identically.

Repeated work
up to 100%

The same request fired two, three, six times inside one task. You pay for every one of them, and only the first did anything.

Caching gap+ $0.38 a run

A 12,400-token instruction block was sent again in full on 9 separate calls in this one task.

The fix: turn on caching for that block. It’s billed at roughly a tenth of the price after the first send.

Mark applied · $0.38Dismiss
An actual Oryx finding. This is the whole interface: read it, approve it, done.
How it works

Four steps. One of them is yours.

1

Connect

One line of code wraps the AI your team already uses. Nothing gets rebuilt, nothing slows down.

2

Watch

Every call is recorded: cost, tokens, tools, kept private to your company.

3

Find

Oryx reads each run and flags exactly where money leaked, as one plain sentence with a number attached.

You approve

You decide what's worth fixing. Only what you approve counts as saved, and that's the only thing we bill on.

Pricing

If we don’t save you money, you don’t pay.

No seats, no usage tiers, no minimum spend. Oryx takes 20% of what you confirm you saved. Every rupee of that traces back to a specific fix you approved.

20%
of verified savings
  • Free to start: connect and see your waste at no cost
  • You approve every fix before it counts
  • Every charge links to the finding that earned it
  • No minimum spend, no annual contract
Start free
The honest version

Most tools in this space bill you whether or not they find anything, and the one competitor that charges on savings won’t take you on below $20,000 a month of AI spend.

Oryx starts at zero because the detection genuinely costs us nothing to run. That’s not generosity. It’s the architecture.

Find out what your agents are really costing you.

Connect in one line. See your first findings the same day. Pay only if you save.

Oryx is part of Oryxs — we build AI that does real work for real businesses.