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Transformation · Kollect*ETL, Transformation in the Integration Spine

From Mismatched Records to One Clean Schema.

Source systems rarely agree on formats, IDs, or currencies. Kollect*ETL maps, cleanses, and reshapes every extracted record into the consistent, validated structure your downstream platforms expect.

Schema Mapping
Rule-Based Cleansing
Format Conversion
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Transformation
What Transformation Does

Turn disagreeing sources into data you can trust.

Transformation sits between extraction and loading. Kollect*ETL applies mapping, cleansing, and normalisation rules so every downstream platform receives data in one consistent, validated shape.

02

Data Transformation

Cleansing, mapping, and shaping data for downstream use
  • Field-level mapping between heterogeneous schemas
  • Format conversions (fixed-width, delimited, XML, JSON, EBCDIC)
  • Data cleansing, validation, and enrichment rules
  • Configurable business rules without code changes
  • Currency, date, and locale normalisation for Malaysian and ASEAN deployments
  • Reusable transformation templates across feeds
Who benefits

Integration teams whose downstream platforms (collections, recovery, receivables, ERP) need consistent, validated data. Particularly valuable when source systems disagree on customer IDs, account number formats, or currency representations across products.

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MAP & CLEANSE
Formats and standards Kollect*ETL converts between
Fixed-Width Delimited (CSV) XML JSON EBCDIC MYR & ASEAN Currencies Date & Locale Formats Custom Business Rules Reusable Templates
How Transformation Works

Four steps from raw to ready.

Rules are declarative and reusable, so when a source changes format you update a mapping, not a codebase.

1

Map

Define field-level mappings between source and target schemas, visually and reusably.

2

Cleanse

Apply validation, de-duplication, and enrichment rules so bad data is caught, not passed on.

3

Normalise

Standardise currencies, dates, and locales for Malaysian and ASEAN deployments.

4

Template

Save the mapping as a reusable template and apply it across every similar feed.

Wrestling with mismatched IDs, formats, or currencies across systems? We will show how Kollect*ETL normalises them.
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The Rest of the Spine

Explore the rest of the spine.

Each capability stands on its own and strengthens the others when combined. Continue through the Kollect*ETL integration spine.

01

Extraction

Pull records out of core banking, cards, and host systems, in full or as deltas.

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03

Transportation

Move files and messages securely over SFTP and message brokers, with retry and audit.

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04

Loading

Ingest data reliably into Kollect and third-party targets, with airtight reconciliation.

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05

Online Interfaces

Query the host live over ISO 8583, Web Services, and Silverlake DSP.

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06

Faceless Deployment

Run every feed lights-out, with self-healing retries and exception-only alerting.

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