Mambu to ThoughtSpot Integration
AI-first ETL from Mambu into ThoughtSpot. Governed entities, incremental sync, typed landing tables.
How Datrise loads Mambu into ThoughtSpot
Datrise syncs Mambu's clients, loan accounts, deposit accounts, transactions, repayments, and products into ThoughtSpot as warehouse tables ThoughtSpot indexes for search. Flexible or custom fields land in flattened columns for searchable fields, and timestamps such as created, updated, and status changes are typed as date/time columns.
Sync is incremental: Datrise uses incremental refresh of the indexed tables, so re-runs update only what changed. Date-partitioned facts for live-query performance. ThoughtSpot search relies on clear names and relationships, so Datrise lands well-named, joinable tables.
Ideal for natural-language search analytics over a warehouse.
Endpoints
Mambu: Cloud core banking and lending engine.
ThoughtSpot: Search-driven analytics with AI-assisted insights on warehouse data.
How Mambu entities map to ThoughtSpot
| Mambu entity | ThoughtSpot object | Notes |
|---|---|---|
| clients | mambu_clients | id PK · custom fields → flattened columns for searchable fields |
| loan accounts | mambu_loan_accounts | id PK · linked to mambu_clients |
| deposit accounts | mambu_deposit_accounts | id PK · linked to mambu_clients |
| transactions | mambu_transactions | id PK · linked to mambu_clients |
FAQ
How does Datrise handle Mambu's custom fields in ThoughtSpot?
Flexible values are stored as flattened columns for searchable fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native ThoughtSpot types.
How does the Mambu to ThoughtSpot sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the indexed tables.
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Early access
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