Every data integration in one place

Connect Salesforce, Snowflake, your ERP, a nightly SFTP drop. Describe what you need and Milo drafts the pipeline. You check it, then it runs on our infrastructure with scheduling and retries already handled.

See how it works

Nightly CRM syncPRODUCTION

Last run succeeded

SOURCESalesforceOpportunity

FILTERClosed wonStageName

TRANSFORMMap fields6 columns

TARGETSnowflakeSALES.OPPS

MMilo drafted this workflowFrom: “Send closed-won deals to Snowflake every night.”Review 4 nodes

Example workflow in the DataLug canvas

Works with the systems you already run

See all connectors · Request a connector

Milo, the AI builder

Milo drafts the pipeline. You refine it and make it ready.

Describe what you want to connect and sync. Milo turns your request into a data pipeline draft, outlining the source, target, and field mappings. No code required. You take it from there: configure your connectors and logic, test the pipeline, and review the results.

Start with a description. Milo drafts the pipeline structure, identifies source and target systems, and proposes field mappings from your plain-language request.
Configure it your way. Set up the right connectors, query actions, and mapping logic to fit your needs.
Test, review, refine. Run the pipeline, work through any issues, and make changes before you deploy.

Milo suggests 2 changesNightly CRM sync

+ Filter Amount > 0

~ Schedule daily 02:00 ET, retry 3x with backoff

Target Snowflake SALES.OPPS (unchanged)

RejectApprove changes

What teams build with DataLug

Each one uses connectors available at launch.

Explore popular use cases

Salesforce→Snowflake

Sync CRM records into the warehouse on a schedule, transformed on the way.

Snowflake→Salesforce

Reverse ETL: push scores modelled in the warehouse back onto CRM records.

Oracle→PostgreSQL

Replicate operational tables for reporting without loading the source.

Zendesk→Jira

Open engineering issues for urgent tickets and alert on-call.

Any run→Slack or Teams

Post results and failure alerts to the channel that owns the pipeline.

Built for mid-market teams

You run the same systems a large enterprise runs. ERP, CRM, ticketing, marketing automation. But integration tooling only ever came in two kinds: built for specialist engineers, or priced for enterprise budgets. We built DataLug for the middle.

Who it’s for

Try DataLug free for 30 days

Explore the full product and see if it suits your needs. Your work is kept for 30 days after the trial ends.

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