Insights & Articles

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

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February 11, 2026 | Data Logic

Biometric Authentication: Securing the Golden Thread in Field Operations

Key Takeaways Biometric authentication creates an immutable record of user actions in the field. It ensures data continuity, establishing a verifiable chain of custody. This significantly enhances accountability and traceability in critical logging events. Moving from ‘guessing’ to ‘knowing’ who performed each action. Strengthens the Golden Thread of compliance and operational insight. The Deep Business […]

February 9, 2026 | Data Logic

Microservices for Scalable Field Operations: Establishing Your Golden Thread

Key Takeaways Microservices architecture enhances scalability and resilience in field operations. Data continuity is crucial for creating a robust and auditable Golden Thread. Decentralised data management allows for streamlined, efficient field operations. Adopting microservices reduces risk and improves compliance through permanent and traceable data records. Modernising legacy systems with a microservices approach can transform field […]

January 26, 2025 | Data Strategy

AI vs. Gut Feeling: Structuring Data for Intelligent Decisions in the Field

Key Takeaways Data Hygiene is Paramount: AI accuracy hinges on clean, curated datasets. Garbage in, garbage out. Offline-First Considerations: Limited data access requires optimized AI models and robust local data storage. Gut Feeling’s Limitations: Subjectivity and bias undermine consistent, data-driven decision-making. Automated Decision Trees: Structure chaotic data into actionable logic, reducing reliance on intuition. Legacy […]