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Kadoa offers multiple ways to deliver your extracted data. Choose based on your infrastructure and use case.

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Quick Comparison

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Push vs Pull

Push and share methods deliver or expose data automatically when workflows complete:
  • Snowflake, Databricks, Cloud Storage, Webhooks, WebSockets, Email, Slack
Pull methods require you to request data:
  • REST API, SDK, CLI, MCP Server, Google Sheets

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Data Warehouse Integration

For analytics and data warehousing, we recommend:

Snowflake

Native secure sharing without customer-managed S3 or Snowpipe.

Databricks

Native Delta Sharing for Databricks and open Delta Sharing clients.

Cloud Storage

S3, GCS, or Azure Blob for custom pipelines.

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Event-Driven Integration

For real-time notifications and event-driven architectures:

Webhooks

HTTP POST to your endpoint when events occur.

WebSockets

Real-time streaming for live dashboards.

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Programmatic Access

For application integration:

REST API

On-demand data retrieval with pagination.

SDK

Node.js and Python libraries.

CLI

Terminal workflows and CI/CD pipelines.

MCP Server

AI assistants: ChatGPT, Claude.ai, Claude Code, Cursor, and more.

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Data Formats

Depending on the delivery method, data is available in: