Run your agents against production. Without touching production.
Simulated worlds built from real workflows, with the data, APIs, and failure modes your agents encounter. Compare versions and catch failures before you ship.
“Offboard M. Alvarez, access removed by 4 pm”
helpdesk-agent 2.4.0 · replaying 5 states
release gate · last 30 builds
pass rate, all worlds
- 2.4.0 · blocked · Directory degraded
Built from real workflows. Run under different conditions.
Recreate the systems your agent uses.
Build worlds from real sessions, with simulated data, APIs, and system behavior.
Compare models under the same conditions.
Repeat workflows across models and agent versions, from normal operation to system failures.
Catch regressions before release.
Check each build against your release criteria, with evidence for every blocked release.
The systems your agent depends on. Simulated, with no live calls.
Recreate the data and API behavior behind your workflows, including permissions, timeouts, and partial failures.
- Okta
- SAP
- Slack
- Stripe
- Confluence
- QuickBooks
- Box
- Jamf
- Microsoft Entra
- Workday
- Microsoft Teams
- Snowflake
- GitLab
- HubSpot
- Dropbox
- Kandji
Connected systems.Contained in a world.
- Google Workspace
- ServiceNow
- GitHub
- Datadog
- Linear
- PagerDuty
- Zoom
- ADP
- Salesforce
- Jira
- Zendesk
- Notion
- NetSuite
- Google Drive
- Twilio
- Gusto
Inspect every run. See what changed between versions.
- No passing rollouts, Directory degraded
- Run stopped at step 14
- Model never tested
Trace failures to the steps behind them.
Open any finding to see the full run, including tool calls and responses.
- 2 of 3 agreeFail
Review runs. Use the verdicts.
Attach human feedback to specific steps and use it in release decisions.
- 91%+4 pts
pass rate, 30 days
Track performance across builds.
Compare success rates against your targets and see where results improve or regress.