SAP S/4HANA
Oracle Fusion
Salesforce CRM
Workday Finance
NetSuite ERP
Coupa
SAP Ariba
ServiceNow
Databricks
HubSpot
Microsoft DynamicsOracle NetSuiteSAP S/4HANAOracle FusionSalesforce CRMWorkday FinanceNetSuite ERPCoupaSAP AribaServiceNowDatabricksHubSpotMicrosoft DynamicsOracle NetSuiteFROM INSIGHT TO IMPACT
Everything your Databricks AI needs to go from insight to action.
Close the Last Mile
Your models are ready. Your operational systems are not. Refold connects Databricks AI outputs directly to SAP, Oracle, Salesforce, and 300+ more, so predictions trigger real actions without any custom integration work.
Ship Integrations in Days
Stop waiting months for data pipelines. Refold's AI builds and stabilizes connectors automatically, so your team gets clean, live data flowing into Databricks fast and stays focused on what the data tells you.
AI That Stays in Production
Self-healing workflows adapt when schemas change or APIs update. No brittle pipelines, no manual fixes, no surprise failures at 2am. Once it runs, it keeps running.
Two integration problems. One platform.
Refold handles the full integration lifecycle — data flowing into Databricks, and AI outputs flowing back out — so your team focuses on building, not plumbing.
Enterprise data into Databricks
Pull structured, production-ready data from SAP, Oracle, NetSuite, Salesforce, Workday, Coupa, and 300+ other enterprise systems into your Databricks lakehouse. AI-generated field mappings and self-healing transformations mean pipelines stabilize in days, not months. No system integrator required.
Databricks AI outputs into enterprise systems
When your Mosaic AI model produces a prediction, Refold executes it. Push churn scores into Salesforce. Trigger purchase orders in SAP. Update finance records in Oracle. Open investigation cases in ServiceNow. Every action is governed, auditable, and reliable.
AI agents that act on the enterprise
Refold natively supports the Model Context Protocol (MCP). Databricks-built AI agents can invoke Refold workflows as single atomic actions — with all business logic, authentication, error handling, and compliance checks already built in. Your agents stop managing complexity and start executing outcomes.
TECHNICAL INTEGRATION
Built to Databricks best practices
Refold connects via REST API and SQL JDBC/ODBC, with Unity Catalog support for governed, schema-aware data access. Designed around Databricks' ISV Well-Architected Framework guidelines.Delta Table Read & Write
Read from and write to Delta tables in your lakehouse with full schema awareness and Unity Catalog governance enforced at every operation.
Databricks Jobs & Model Endpoints
Trigger Refold workflows directly from Databricks Jobs, notebooks, or model serving endpoints — closing the loop from inference to enterprise action.
MCP Server for AI Agents
Refold's MCP server gives Databricks AI agents governed, direct access to 300+ enterprise connectors. Agents call proven workflows as single actions — no custom middleware.
Full Observability
Every workflow execution is logged with retry logic, error traces, and audit trails built in. No silent failures. No black-box pipelines.
USE CASES
What enterprises build with
Databricks + Refold
Databricks + Refold
SUPPLY CHAIN
Demand forecast to SAP purchase orders
A demand forecasting model in Databricks Mosaic AI produces daily reorder recommendations. Refold translates those outputs into purchase orders in SAP and inventory updates in NetSuite — automatically, on every model run, without a human in the loop.
Mosaic AIRefoldSAP S/4HANANetSuite
CUSTOMER REVENUE
Churn model to Salesforce retention campaigns
A churn risk model in Databricks scores every customer account weekly. Refold pushes those scores into Salesforce, triggers personalized outreach sequences in HubSpot, and logs each intervention — closing the loop between your AI and your revenue team in real time.
Mosaic AIRefoldSalesforceHubSpot
FINANCE & COMPLIANCE
Anomaly detection to automated investigation
A fraud detection model in Databricks flags transactions in real time. Refold opens investigation cases in ServiceNow, posts alerts to the right Slack channels, and updates the affected records in Oracle or NetSuite — all within seconds of the model firing.
Mosaic AIRefoldServiceNowOracle
Ready to connect Databricks to the systems where work happens?
Whether you are pulling enterprise data into your lakehouse or pushing AI outputs back into SAP, Salesforce, and Oracle — Refold gets you there faster.