Solutions · observability

See every request. Priced, owned, traced.

Point your agents at one gateway. Every call is recorded, priced at public catalog list, and kept as a trace you can open.

What the Platform does
real product UI · demo workspace · in private developmentobserving
01Problem

Your AI spend is an invoice. No line items, no owner.

01
One number arrives

Correct, and it explains nothing. No line for the retry loop that ran all weekend.

02
The dashboard stops at the account

Your provider does not know which agent made the call, or which workflow it belonged to.

03
So it gets argued about

Without an owner and a trace, spend is a debate rather than something anyone can act on.

02Mechanism

Change one base URL. Everything after is on the record.

Caveman Cloud gateway requests view: 1.2K requests at 100% success, $26.11 of catalog list-price spend, 8 models seen in traffic, a spend-over-time chart, and a per-model table with provider, request count and catalog subtotal.
requests · real product UI · demo workspace · private beta
one base url
The gateway is a transparent reverse proxy for supported providers. You change the base URL. Your agents do not change.
every request recorded
Provider-reported usage per call: model, input and output tokens, cache reads and writes, status and latency.
priced at public list
Each request carries a public-catalog list-price subtotal. It is a subtotal, not your invoice.
an owner for every number
Activity groups requests by the people who ran them and the work they were doing.
byte-safe
Cache hints are added to the upstream request only. What the provider returns is what your agent gets.
03Trace

One request, all the way down.

A trace is the request itself, not a summary written after it. Nothing is reconstructed.

spans
each step, with its own duration
tokens
in, out and cached, as reported
owner
the agent and the workflow
payload
what went out, and what came back
identity
provider, model, status, request id
Caveman Cloud trace detail: a two-span timeline for a single request, with facts listing provider, model, status 200, cost, auth mode, tokens in and out, cached tokens, agent, workflow, timestamp and request id.
trace detail · real product UI · demo workspace · private beta
04Owner

Every number has an owner. Or it is marked unattributed.

Spend is grouped by the work it did and the people who ran it, so a line on the chart resolves to a workflow, a key, an agent — or to nothing, which is also an answer.

What cannot be attributed is shown as unattributed rather than folded into the nearest owner.

Caveman Cloud spend by workflow: $117.89 list-price subtotal over 30 days across 4 workflows, a share-of-spend treemap led by support-triage at $73.78, and a panel explaining the bill by people, keys, coding agents, workflows and end users.
spend · work & models · real product UI · demo workspace · private beta
05Honesty

Priced at public list. Never at a number we made up.

catalog list price
Spend is provider-reported usage costed against the public model catalog. It is a list-price subtotal, not your bill, and it is labeled as one everywhere it appears.
unpriced stays unpriced
A model the catalog does not price is shown as unpriced. It is never quietly counted as $0.
$0.0000 until proven
Verified savings start at zero and move only on provider-causal evidence. Local estimates are labeled inferred and never promoted.

Spend shown across this page is a public-catalog list-price subtotal from provider-reported usage, not an invoice.

06Products

What powers it.

Stop guessing
what it cost.

Start local, free

Caveman Platform is in private development. Screens are real product UI from a seeded demo workspace. Spend shown is a public-catalog list-price subtotal from provider-reported usage; unknown models stay unpriced, and verified savings start at $0.0000. The local Proxy is free and needs no account.