Features
SQL interface for APIs, databases, and files
Cross-source JOIN queries (e.g., Slack × Linear)
Automatic authentication, pagination, and rate limiting
Schema mapping and semantic hint learning
MCP (Model Context Protocol) support
Hot-path caching for repeated queries
Source spec system for custom integrations
OpenTelemetry observability
Access control and RBAC (Team/Enterprise)
Admin tools: social sign-in, user roles, team filtering (Team)
SAML/SCIM, audit log, agent policy controls (Enterprise)
Source connector evals and custom development (Team/Enterprise)
Self-hosted or managed deployment options
Access 100+ data providers for firmographics, technographics, funding
Live intent signals: job changes, funding, hiring, website visits
AI research agents for deep company and competitor analysis
Built-in AI sequencer for multi-channel outreach with warmup
Native email sending with automated warmup
Lead scoring based on propensity to buy
Local business search from Google Maps with import
Enriched LinkedIn posts, company details, and mobile numbers
HTTP API and webhooks for custom integrations
CRM sync with HubSpot and Salesforce (Pro+)
Credit-based system: 1 credit per email, 10 credits per phone
Unlimited users on all paid plans
Web scrapers for custom data extraction
Company Lookalike Finder (Growth+)
ABM (Account-Based Marketing) on Pro+
