DatriseAI-first ETL

Mambu to Amazon Redshift Integration

AI-first ETL from Mambu into Amazon Redshift. Governed entities, incremental sync, typed landing tables.

How Datrise loads Mambu into Amazon Redshift

Datrise syncs Mambu's clients, loan accounts, deposit accounts, transactions, repayments, and products into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.

Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.

Ideal for AWS-native warehouses already using the Redshift ecosystem.

Endpoints

Mambu: Cloud core banking and lending engine.

Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.

How Mambu entities map to Amazon Redshift

Mambu entityAmazon Redshift objectNotes
clientsmambu_clientsid PK · custom fields → SUPER columns
loan accountsmambu_loan_accountsid PK · linked to mambu_clients
deposit accountsmambu_deposit_accountsid PK · linked to mambu_clients
transactionsmambu_transactionsid PK · linked to mambu_clients

FAQ

How does Datrise handle Mambu's custom fields in Amazon Redshift?

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

How does the Mambu to Amazon Redshift sync stay up to date?

It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.

Related pipelines

Early access

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