Services

From governance to delivery — structured & pragmatic.

A modular portfolio for banks and organizations with high requirements for data quality, traceability and control.

About Contact
Best practicePractical experience in regulated environments — adapt proven approaches to your organization.
From concept to deliveryArchitecture, models, processes and enablement — pragmatic, end-to-end.
Substance over slidesStandards and templates teams actually use.

Services

Mix & match modules depending on maturity and target state.

1) Data Governance

Build and evolve governance structures for regulatory requirements (incl. BCBS 239) as well as internal policies.

  • Design of appropriate data architectures & target states
  • Metadata modeling, glossary, ownership & RACI
  • Control and evidence chains (lineage, data quality, reporting)

2) Data Architecture

Structured data landscapes that accelerate delivery — without later rework loops.

  • Domain/product boundaries, interfaces & contracts
  • Target architecture: Data Vault / warehouse / lakehouse
  • Metadata & modeling standards

3) Data Quality & lineage

Measurability instead of gut feeling: rules, metrics and processes that can be operated sustainably.

  • DQ rulebook, KPIs/thresholds, exception processes
  • End-to-end lineage & impact analyses
  • Automated checks in pipelines (DataOps)

4) Analytics & AI enablement

Clean data foundations, responsible usage and scalable operating models.

  • Use-case selection, value tracking, governance
  • Feature/metric definitions, data products
  • Guardrails for models, monitoring & drift

5) Operating model & transformation

From roles and committees to concrete workflows — including adoption across the organization.

  • Committees, decision paths, change & enablement
  • Playbooks, templates, standards, trainings
  • Roadmaps, pilots, scaling

6) Project support

Hands-on support in initiatives — as sparring partner or delivery role within workstreams.

  • Requirements, concepts, reviews & quality assurance
  • Stakeholder management, workshops, facilitation
  • Deliverables: models, policies, architecture artifacts

How we work together

Transparent steps — quickly towards tangible outcomes.

1) Diagnose

Maturity, pain points, regulatory requirements and goals — condensed into a clear baseline.

2) Design

Target state, operating model, artifacts and prioritization — with pragmatic quick wins.

3) Delivery

Hands-on delivery, enablement and measurability — so it keeps working in operations.