TRAINING

Train your Shinobi before customers grade it

Training runs persona simulations against your real Shinobi agent: the same knowledge, tools and engine your customers talk to. Each run is scored on pass criteria you wrote, and a failed sim files its own fix. Zero side effects: no cases filed, no stats touched.

THE REAL AGENT

The real engine, not a rehearsal copy

A sim is a persona with a goal, an opening message and an expected outcome: contained by the agent, or handed to a human. Running it drives the exact agent you ship, so what passes in Training is what customers get.

SAME BRAIN

Same knowledge, tools and engine

Sims run through the same prompt, knowledge base, tools and model provider as live traffic. There is no test double to drift out of date.

ZERO SIDE EFFECTS

Nothing leaks into your data

No cases filed, no stats touched, no customer-facing traffic. The whole run happens in a harness and leaves only its own result.

PERSONAS

Customers with attitude included

Each persona plays the customer turn by turn, pushing back the way real customers do, until it is satisfied, stuck or handed off.

A RUN IN TRAINING

Watch a persona push on your agent

Every run keeps the full transcript, so a verdict is never a number you have to take on faith.

Sim: refund, short on patience
Persona: ordered a week ago, wants a refund, patience running out.
My order still is not here and I want my money back.
I can see your order left the warehouse yesterday and arrives Thursday. If you would still like a refund, I can hand you to the team right now.
Yes. A person, please.
Done. You are with the team, and they have the full story.
Verdict
Pass.
Expected escalate: it escalatedJudge: 5/5 against your pass criteriaSide effects: none
SCORED YOUR WAY

Two verdicts, both honest

First a deterministic outcome check: you said this persona should end with a human, did it? No model opinion involved. Then a judge scores the transcript against pass criteria in your own words, like the agent never guesses at prices and offers the exchange before the refund.

Checkedthe expected outcome is verified deterministically, resolve or escalate
Judgeda judge scores every transcript against your written pass criteria
Repeatablere-run any sim after a change and compare the verdicts
FAILURES BECOME FIXES

A failed sim files its own fix

Every failed run files a recommendation in Self-Healing, where Fix with Sensei drafts the change and your approval ships it. Re-run the sim to prove the fix. Need a suite? Generate grounded sims from your knowledge and workflows in one click, or ask Sensei to draft them, edge cases included.

QUICK DEMO

See it work

SIMULATION
A persona sim runs against the agent and gets scored on the pass bar, line by line.Open the full demo →