Insights & Articles

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

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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 13, 2025 | Business Intelligence

Optimising Local LLM Inference Latency on Edge Devices for Real-Time Field Data Analysis

Optimising Local LLM Inference Latency on Edge Devices with React Native for Real-Time Field Data Analysis Key Takeaways: Immediate Insights: Local LLMs provide real-time data analysis in areas with limited or no connectivity. Reduced Latency: Optimised inference on edge devices significantly decreases processing time. Enhanced Privacy: Processing data locally enhances security by reducing reliance on […]