Insights & Articles

Field notes from the work. Sovereign AI, agent grounding, compliance architecture, and the things we learned the hard way.

All Agent GroundingApp ModernizationBusiness IntelligenceComplianceConstructionCoreData LogicData StrategyEngineering RealityEnterprise MobilityProcess LogicSoftwareSovereign AISystem Strategy
February 18, 2025 | Data Logic

Technical Debt Management: From Database Chaos to Structured Sanity

Technical Debt Management: From Database Chaos to Structured Sanity Key Takeaways: Technical debt, especially in offline-first apps, can lead to significant data inconsistencies. Poorly managed data models amplify synchronisation issues. Database normalisation acts as a structural foundation for resolving data chaos. Proactive technical debt management is vital for a stable, high-performing application. Imagine your data […]