Modern data stacks combine multiple tools, platforms, and workflows. Data delivery must integrate cleanly into this environment, without forcing architectural changes.
Our delivery formats are designed to work with your existing systems, while remaining flexible enough to support evolving data and AI architectures.
Primary delivery formats
• Secure delivery via SFTP (default)
• Structured XML for automation and system-to-system exchange
• CSV or Excel for operational teams, analysts, and rapid iteration
Designed for composability
• Unique identifiers for companies, executives, and roles
• Consistent field definitions across deliveries and APIs
• Straightforward merging with internal or third-party datasets
Cloud and data platforms
• Snowflake delivery available for direct use in modern data platforms
• Optimized for analytics, monitoring, and AI workloads
• Supports context engineering and data enrichment pipelines
REST API and data delivery
• REST APIs for fast, on-demand access to standard fields
• Data delivery for continuous, high-volume, and customized datasets
• Both rely on the same verified, continuously updated data
This page is part of our broader data delivery section.
Related topics:
• AI and operational use cases
• Data terms
Questions? Contact us.