Articles
Practical thinking for trusted business data
Browse articles on data quality, reliability, governance, intelligent infrastructure, and the operating models that make business data trustworthy.
Data Diagnostic
18 min read
Mohamed KHEY
February 12, 2026
What makes business data hard to trust
A practical diagnostic of the business, governance, and technical gaps that create doubt, slow decisions, and weaken trust in data.
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Global Data Strategy
8 min read
Mohamed KHEY
January 23, 2026
Unified data architecture for complex operations
How unified ownership, reference rules, and data controls create a reliable source of truth across systems, teams, and reporting layers.
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Data Reliability
18 min read
Mohamed KHEY
March 19, 2026
Scaling data trust for a growing business
How growing teams can scale reliable decisions with definitions, ownership, quality rules, lineage, monitoring, and governed data foundations.
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Data Quality
24 min read
Mohamed KHEY
April 16, 2026
Global data quality automation
A practical approach to automating controls across business systems, warehouses, reporting layers, and operational workflows.
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Data Governance
24 min read
Mohamed KHEY
May 21, 2026
Building a Data Governance Operating Model
A practical guide to domains, ownership, decision rights, quality rules, exception workflows, routines, KPIs, and operating governance.
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Intelligent Infrastructure
24 min read
Mohamed KHEY
June 5, 2026
AI-supervised data pipelines
How AI-supervised pipelines monitor quality, detect drift, explain anomalies, trace lineage, and protect trusted business decisions.
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