Available

Source & Data Architecture

Versioning, lineage, evidence, rights, quality, retention and reproducibility.

Delivered by Wicsora LLC

Discuss a project

Who it is for

Data, research, compliance and platform teams

Engagement

Assessment, target architecture or delivery blueprint

Indicative timing

Typically 3–8 weeks

Deliverables

What the client receives

Canonical data model

Lineage/evidence contract

Quality and lifecycle controls

Phases

Boundaries first, pilot second

Inventory

Sources and decisions.

Model

Entities, versions and evidence.

Control

Quality, retention and audit.

What we need

• Data and purpose owners

Not included

• Publishing content without rights decision

Change control

Not merely a new document: what changed, who is affected and when action may be required.

Version archive

Reviewed diff

Regulatory calendar

Planned

P10 · P11

Research & Data

Reproducible data, methodology, reports and learning paths for digital finance.

Versioned datasets

Research reports

Exports