The optimization layer for AI agents

Visceral mines your agent’s traces, finds the waste, and proves every fix on your own traffic before it ships.

Free tier: 1 agent, 100k events a month, 30-day retention. No credit card.

VISCERALYOUR AGENTSSTEPS · TOOLS · CALLSEFFICIENT RESULTSMONITOR
The contract

Same inputs. Same outputs. Just optimized.

Gateways see one call at a time. Visceral mines your agent’s traces into a dependency graph of the whole run, finds the waste offline, and proves every fix on your own traffic before it touches production. We optimize the run, not the call.

01 / Setup

Zero integration lift.

No hardware to provision, no agent logic to rewrite, no new tooling. A key and a decorator, live in under five minutes.

02 / Uptime

Zero downtime introduced.

Visceral sits out of your critical path. If it ever fails, it fails open. Your agent runs exactly as before.

03 / Behavior

Zero regression.

Every optimization is shadow-trialed on your agent’s own traffic, then reverted automatically if quality ever slips.

04 / Result

Measured improvement.

Cost and latency gains are reported per run from your own traces, not projected from someone else’s benchmark.

See it run

Watch a run get optimized.

Visceral learns from your runs offline and proves every edit before it ships, then applies proven rules live in a single lookup. Nothing is decided in your critical path. Toggle Visceral off for the raw run, or open any step to see what it did.

Example · procurement agent5 steps · 3 optimized
01PARSE REQUEST02MATCH VENDOR03CHECK POLICY04DRAFT DECISION05POST TO ERP
Est. cost / run
$0.017
≈ $5.1k / mo · $7.5k saved
Input tokens
1.4k
down from 3.2k
Cache hit
41%
up from 0%
Output vs baseline
held 
no regression
An example run · illustrative telemetry · monthly figures at 300k runs / mo · we measure yours from your own traces
Zero integration

Wrap your client. That’s the integration.

One import, one wrapped client. Visceral rides underneath the SDK you already use. Same inputs, same outputs, just cheaper and faster.

visceral · zsh
$
agent.py+2
Start free

Put it on one agent, today.

Sign up, mint a key, wrap your client. The hosted free tier is sized for one real agent, and it is live in minutes: no credit card, no sales call.

1agent

Wrap one production agent and watch every run it makes.

100kevents a month

Every span it emits. Past the cap, calls are accepted and not ingested: your agent never breaks.

30days retention

Traces stay queryable for 30 days, then age out nightly.

Start free

Outgrow it? Visceral also runs entirely on your own infrastructure, with no platform caps. Talk to us.

Optimization should be a layer you own.

Not a tool your team runs or a chore it improvises for every agent. One system, accountable for making each one cheaper, faster, and safer.

Proven on your own traffic before it ships, quality held or better, and quiet enough you forget it’s there.