Service 01

Your data moves once. It lands right.

End-to-end data migration for ERP transitions and platform consolidations. Automated extraction, transformation, validation, and reconciliation - with audit-ready evidence at every stage.

2.4M
Automated tests executed
<20 min
Full audit runtime
41,232
Active SKUs migrated
$0.00
Book variance achieved
Source Systems Extract Transform Validate Load Reconcile Target System

The problem

Legacy data trapped in systems that do not talk to each other. 18 years of business logic encoded in platforms that predate modern data architecture. Customer relationships, supplier hierarchies, pricing structures, BOMs, transaction history - all locked in schemas that were never designed to be portable.

The challenge is not moving rows. It is preserving relationships, resolving entities, and producing audit-ready evidence that every record landed where it should, with the right values, in the right structure.


How we work

Five stages. Each one automated, repeatable, and auditable.

StageDetail
ExtractDirect source-system queries - MS-SQL, REST APIs, file exports. No CSV intermediaries. Source data is queried at the structure level, not exported and re-parsed.
TransformEntity resolution, field mapping, multi-pass normalisation. Configurable entity definitions, not hard-coded transforms. New entities added by definition, not by code.
ValidateDual-test methodology - "right cost" (value reconciliation at header level) and "right things" (entity-level matching at line level). Every record tested against both criteria.
LoadStaged imports with dry-run capability. Exception triage before production load. Re-runnable without side effects.
ReconcileSource-to-target audit with automated scorecards. Field-level diff. Severity-classified exception registry with root-cause tracking.

Built-in verification

The audit framework is not a post-migration add-on. It is built into the pipeline. Every run produces evidence.


Proven at scale

Full ERP migration for a publicly listed multinational. NAV to NetSuite OneWorld. 41,232 active SKUs. Five source systems. Audit-ready from day one. Delivered on schedule.

Read the case study

Stack

Python MS-SQL NetSuite OneWorld Salesforce.com Celigo REST API SuiteScript

Who this is for

CIO / CTO

Running platform migrations with board-mandated deadlines. You need the data to land right the first time - and you need evidence that it did.

Finance

Audit-ready migration evidence for compliance. Opening balances, transaction history, and entity data that reconciles to source - with automated proof.

Operations

Daily work depends on data accuracy across systems. Pricing, inventory, supplier relationships, customer restrictions - none of it can be wrong on day one.


Related services

Similar challenge?

If you are moving between platforms and the data has to be right, we should talk.

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