Evaluation-first automation

Put your workloads on rails.

Reliable AI crews 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 crews · live
  • Run security audit of client-facing codebaseson time
  • Transfer client files to data vault and summarizeon time
  • Summarize today's sales activitieson time
  • Reconcile inventory report with ERPrunning

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 crew did, when, and what it cost.

Evaluation-first

Improve your agents — 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 crew 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 · invoice-crew12 / 12 passed
  • Flags duplicate invoicespass
  • Matches PO to receiptpass
  • Splits partial shipmentspass
  • Skips test vendorspass
  • Rounds tax to the centpass
  • Escalates over $10kpass
re-teach v7 → all checks passship ready

Three stops, like any good rail line.

  1. MP 01

    Connect

    Point a crew at the systems you already use. Access is scoped to exactly what's needed and revocable any time.

  2. MP 02

    Crews run the work

    Specialized AI crews run your recurring jobs on a schedule — or on demand the moment you ask.

  3. MP 03

    You stay in control

    A conductor supervises every crew. 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 crew doing it on your data — and how we'd test it against your business so it stays reliable as it improves.