| CRM |
Salesforce, HubSpot, Zoho, Pipedrive · 68 nodes · read and write, with dialer outcomes idempotent on call ID |
| Ticketing and ITSM |
ServiceNow, Jira SM, Zendesk, Freshdesk, Freshservice, BMC, Linear, Salesforce Cases, HubSpot Tickets, Dynamics, Zoho Desk · two-way, with configurable field mapping and status transitions |
| Knowledge sources |
30+ connectors including Confluence, SharePoint, GitHub, Slack, Notion, Salesforce · inbound to the index, followed rather than copied |
| Telephony |
LiveKit, Twilio, Telnyx, Vonage · SIP ingress and egress, both directions |
| SMS |
Twilio, Telnyx, Brevo · inbound and outbound |
| WhatsApp |
WhatsApp Business Cloud API · inbound and outbound, with template management in-platform |
| Email |
Multiple inboxes over OAuth, IMAP or SMTP inbound · SendGrid, Mailgun or Brevo outbound |
| ERP |
SAP S/4HANA, NetSuite · read and write from workflow nodes |
| Commerce |
Shopify, WooCommerce, or your own API · outbound real-time lookup |
| Calendar |
Google Calendar, Microsoft 365 over OAuth · read availability and write the booking, respecting duration and buffer |
| iPaaS |
Zapier, Make, Workato, n8n, Pabbly, Pipedream, IFTTT, Tray · native triggers and actions, both directions |
| Identity |
SSO across 8+ identity providers with SCIM provisioning · inbound, with 300+ RBAC permissions and resource-scoped grants |
| Observability |
OpenTelemetry traces, Prometheus metrics, PII-redacted logs · outbound into your Datadog, Honeycomb or Sentry |
| Anything else |
Universal adapter for any REST-based tool · config-driven JSON field mapping, credentials held as secrets, direction set by the mapping |
| Configuration as code |
Terraform provider (agents, flows, knowledge sources, phone numbers, integrations, users, roles), REST API with OpenAPI, cursor pagination, idempotency keys, rate-limit headers, 11 SDKs, CLI, MCP server SDK |
| Delivery and failure |
HMAC-signed webhooks with retries and delivery logs, per-node retry with exponential backoff and a failure route, dead-letter queue with replay |