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Deep dives into data continuity, compliance logic, and future tech.

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February 6, 2026 | Data Logic

Vector Databases on Edge Devices for Smart Logging: From Guessing to Knowing

The Challenge: Data Continuity in Disconnected Environments In sectors like logistics, construction, and field services, maintaining a clear and unbroken record of events is crucial for compliance, safety, and operational efficiency. However, many organisations still grapple with disjointed data, relying on manual processes and static records that are prone to errors, omissions, and accessibility issues. […]

February 4, 2025 | Data Logic

Resilient Data Sync Patterns: Staying Connected When Networks Fail

Key Takeaways: Resilient data sync patterns are crucial for offline-first apps, ensuring data consistency even with unreliable networks. Conflict resolution strategies, such as optimistic locking and last-write-wins, are vital for managing data discrepancies. Effective data synchronisation minimises data loss and ensures a seamless user experience. Understanding the trade-offs between complexity and reliability is essential when […]