Evaluation-first automation

Put your workloads on rails.

Reliable AI trains run the recurring work your team repeats, on schedule and on the record. And you improve them with confidence: every change is tested against an evaluation suite built for your business before it ships.

On the board4 trains · live

Audit internal codebase for security threatson every mergeon time
Review customer document uploads for completenesson file creationon time
Escalate schedule threats to the project owner07:00 · dailyon time
Grade the assistant deployed to customersnightlyrunning

every run scored against your evaluation suiteExplore the full sample console →

What it changes for you.

Productivity

More done, dependably

Your team is freed from the work it keeps repeating and spends its time where judgment matters, while the routine parts run reliably in the background.

Answers

Straight from your data

Ask in plain language and get answers pulled from the systems you already use. No dashboards to build first, no exports to wrangle.

Accountability

Visible and on the record

Every run is logged, costed, and reviewable. You can always see what a train did, when, and what it cost.

Evaluation-first

Improve your trains, without breaking them.

The hard part of automation isn't starting it. It's changing it safely. Agent Railroad makes every improvement provable.

Re-teach from real runs: Refine a train using its own run history: the real work it has done for you, not toy examples.
Test against your business: Evaluate every change against a suite built around your data, your edge cases, and your rules.
No silent regressions: A change goes live only when it passes the suite, so making one thing better never quietly breaks another.

eval-suite · security-audit-train12 / 12 passed

✓Flags hardcoded credentialspass
✓Cites a file and a linepass
✓Severity matches the CVSS bandpass
✓No secret echoed into the reportpass
✓Never writes during an auditpass
✓Escalates exposure to a humanpass

re-teach v7 → all checks passship ready

Three stops, like any good rail line.

MP 01
Connect
Point a train at the systems you already use. Access is scoped to exactly what's needed and revocable any time.
MP 02
Trains run the work
Specialized AI trains run your recurring jobs on a schedule, or on demand the moment you ask.
MP 03
You stay in control
A conductor supervises every train. You see what ran, what changed, and what it cost, in one place.

See it run on your own work.

Tell us what your team keeps redoing. We'll show you a train doing it on your data, and how we'd test it against your business so it stays reliable as it improves.