Q1 was about depth. We didn't ship many new agents — we made existing ones better, faster, safer. Here's the highlight reel.
17 new integrations in Q1
We shipped integrations across five product categories. Highlights:
- CRM & Sales: Salesforce CPQ, HubSpot Service Hub, Pipedrive custom fields
- Data & Analytics: Snowflake reverse ETL, BigQuery data validation
- Productivity: Linear work items, Notion databases v2, Loom video management
- Messaging: WhatsApp Business API, Twilio SMS with context
- Finance: Stripe charge disputes, QuickBooks invoice sync
- Internal: Slack canvas updates, Microsoft Teams channel management
Every integration includes schema inference, error handling, and rollback policies. We're now at 50+ integrations total.
Agent Simulator goes GA
The Agent Simulator lets you replay any agent run against synthetic or production-shadow data. Why it matters: catch regressions before they hit prod. You can isolate a failing agent invocation, mutate inputs, and re-run in a sandbox without touching real systems.
The Simulator runs in an isolated container in CI—same sandboxed runtime your agents use in production. Average regression detection time dropped from 3.2 days to 4 hours.
Granular blast-radius controls
Operators can now scope agents with per-tool, per-resource, and per-time-window restrictions:
- Tool scope: "This Salesforce agent can only call the Contacts API, not Accounts"
- Resource scope: "Only this Salesforce org, never the production instance"
- Time scope: "Business hours only, 9am–6pm EST, never on weekends"
Example: a CRM agent can be scoped to "Salesforce, only EMEA Deals, 9am–5pm UTC." If it drifts, the sandbox policy engine stops it cold.
SOC 2 Type II completed
We completed SOC 2 Type II audit this quarter—covering all security, availability, and data integrity controls. Download the report from your account dashboard. Check the security page for the summary.
Q2 preview
What's coming next:
- Agent Marketplace beta: Deploy pre-built agents for common workflows (email responder, meeting scheduler, expense reporter)
- Audit log streaming: Ship logs to Datadog, Splunk, or your SIEM in real-time
- Multi-account Gmail/Outlook: Single agent manages multiple mailboxes natively
Q1 numbers: 340 agents deployed across our customer base. Average time-to-value dropped 31% YoY. 18 new enterprise customers signed on.
Thanks for the Q1 ride.
