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Tier 1 · The rhythm

Data Quality & Integrity

Trust you can measure. Automated quality checks, data contracts and scorecards catch problems before they reach a dashboard, a decision or a model.

Behind most AI failures sits a data-quality problem nobody was watching. We put quality checks at the source, in the pipeline and at the point of consumption — and route failures to the people who can fix them.

DF·01

Data Strategy & Roadmap

Find the value stuck in your data. A value-at-stake assessment tied to your targets, and a sequenced roadmap that releases the biggest returns first.

  • Value-at-stake assessment linked to business KPIs
  • Current-state maturity and capability baseline
  • 12–36 month sequenced roadmap with business cases
  • Data operating model and organisation design
DF·02

Data Governance

Governance that speeds decisions up. Clear ownership, practical policy and a living data catalogue, so every report and model starts from data everyone trusts.

  • Data ownership and stewardship models
  • Policies, standards and decision rights
  • Data catalogue, lineage and business glossary
  • Governance forums that run on a steady cadence
DF·03

Data Security & Privacy

Security engineered into the platform: classification, encryption, access control and audit trails that keep you compliant under POPIA, GDPR and your sector's rules.

  • POPIA readiness reviews and personal information impact assessments
  • Classification, access control, masking and encryption
  • Cross-border transfer (s72) and operator agreement (s21) support
  • Security-compromise notification (s22) playbooks