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We’re excited to share our latest set of features and enhancements that boost flexibility, strengthen security, and streamline no-code and low-code data integration workflows across the platform.

This release introduces a Python Transformation Component, Snowflake Key-Pair Authentication, and GPU capacity for AI/ML workloads, alongside new observability metrics and quality-of-life improvements. Between custom Python logic, stronger auth for Snowflake, and high-throughput GPU execution, we’re doubling down on delivering a modern, open data movement stack for engineering teams. Here are the new feature updates to help you confidently build your pipelines.

Python Transformation Component (New)


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Write and run Python directly inside your workflows to express custom logic, handle edge cases, and go beyond standard transforms, without leaving Integrate.io. The component respects your existing connections and mappings, emits structured outputs ready for downstream joins/aggregations, and supports reusable snippets so teams can standardize patterns across pipelines, including Salesforce SFTP data loads and enrichment.

Snowflake Key-Pair Auth (New, Enhanced Security)


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Authenticate Snowflake connections using Key-Pair Authentication for a more secure, modern alternative to passwords. Key rotation aligns with enterprise policies and reduces credential risk. Password auth remains available for now but will be deprecated; switching to key-pair ensures forward compatibility and a stronger security posture.

GPU for AI/ML Workloads (New Capacity)

Run LLMs and large-scale inference in-flight on our GPU infrastructure to accelerate enrichment, classification, and vector operations across billions of rows, without punitive per-call cloud taxes. Talk to the team to size throughput and concurrency for your workloads and keep data close to your pipelines.

Power User Guide (New Resource)

Level up your Integrate.io skills with a Power User Guide available from the Help menu (bottom-left). It includes best practices, patterns, and advanced tips to optimize performance, governance, and developer velocity.

New Data Observability Metrics (Replication)
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Two new metrics strengthen operational visibility. Sync Lag (MB) tracks backlog volume for any pipeline, and Replication Delay (minutes) measures time since the last successful destination sync. Configure alerts on either metric to catch issues early and maintain SLAs with confidence.

Additional Product Updates

  • Salesforce Bulk API Connector: Updated to v62 with support for Gift and Donation objects.

  • Salesforce Dynamic Connection: Set Salesforce connections dynamically on source and destination components.

  • Salesforce Reference Fields: Destination now supports multiple referenced fields.

  • “Clear Unmapped” Button: Quickly remove unused mappings on destination components.

  • HubSpot Upsert: Upsert support added to the HubSpot destination.

  • NetSuite Smart Field Mapping: Autofill now intelligently matches destination fields.

  • File Storage Component: CSV headers can include whitespaces.

  • Enhanced Global Variables: Use predefined variables inside global variables.

  • Multiple Zip File Ingestion: Ingest multiple ZIP files simultaneously.

What’s Next on the Roadmap for Integrate.io

  • Salesforce Embedded OAuth Connector

  • SAP Source Connector

  • Microsoft Dynamics 365 Source Connector

  • Granular Role-Based Access Control (RBAC)

  • Local Timezone Option for Schedules

All updates are rolled out. Connector availability may vary by plan. You can read more detailed information on all features that make Integrate.io a trusted low-code Salesforce ETL and SFTP automation platform in 2024, which is available on Integrate.io’s Documentation Page.