Insights & News
Perspectives and updates on knowledge architecture and regulatory transformation
We regularly share perspectives, practical insights, and crucial developments related to data governance, semantic knowledge management, compliance, and digital transformation.
Our ongoing focus remains on helping complex organisations translate fragmented information assets into actionable enterprise knowledge and sustainable corporate value.
In-Depth Insights
Comprehensive analyses and executive briefings.
BCBS 239 makes ad-hoc risk reporting a data architecture issue
Supervisory expectations around risk data aggregation increasingly point towards semantic control, lineage and direct data quality measurement on new data flows.
GenAI in operations requires a different operating model
GenAI can improve efficiency and quality, but known and structured routines should not be pushed blindly into token-heavy probabilistic workflows.
Operational efficiency starts with better data understanding
Sustainable efficiency comes from understanding data, definitions, quality and materiality, not only from optimising individual systems or processes.
Current Observations
Brief signals behind the current Insight themes.
Ad-hoc risk questions increasingly require explainable data meaning, lineage and quality evidence.
Operational AI should be grounded where knowledge matters and restrained where deterministic routines are stronger.
Operational cost reduction becomes more structural when data understanding is reused across cases.