DatriseAI-first ETL

Lemlist to MySQL Integration

AI-first ETL from Lemlist into MySQL. Governed entities, incremental sync, typed landing tables.

How Datrise loads Lemlist into MySQL

Datrise syncs Lemlist's campaigns, leads, sequences, email events, replies, and activities into MySQL as a typed table per source entity. Flexible or custom fields land in JSON columns, and timestamps such as created, updated, and status changes are typed as DATETIME/TIMESTAMP.

Sync is incremental: Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE, so re-runs update only what changed. Optional RANGE partitioning by load date. MySQL collation matters for CRM text, so Datrise lands utf8mb4 to preserve emoji and non-Latin characters.

Ideal for operational reporting and app databases already standardized on MySQL.

Endpoints

Lemlist: Cold email outreach and sequence automation.

MySQL: Widely used OSS relational engine (InnoDB).

How Lemlist entities map to MySQL

Lemlist entityMySQL objectNotes
campaignslemlist_campaignsid PK · custom fields → JSON columns
leadslemlist_leadsid PK · linked to lemlist_campaigns
sequenceslemlist_sequencesid PK · linked to lemlist_campaigns
email eventslemlist_email_eventsDATETIME/TIMESTAMP events

FAQ

How does Datrise handle Lemlist's custom fields in MySQL?

Flexible values are stored as JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native MySQL types.

How does the Lemlist to MySQL sync stay up to date?

It runs incrementally — Datrise uses a watermark on updated-at, applied with INSERT … ON DUPLICATE KEY UPDATE.

Related pipelines

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