Insights & Articles

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

February 13, 2025

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 […]

Read Article
February 11, 2025

Enterprise API Integration: When Mobile Wrappers Fail Field Teams

Key Takeaways Enterprise API integration is crucial for streamlined operations and reduced overhead. Mobile ‘wrapper’ apps often fail to deliver the required performance and reliability for field teams. Offline-first architecture ensures continuous access to critical data, even without a stable connection. A well-designed integration strategy can significantly improve data accuracy and decision-making. Consider a logic-first […]

Read Article
February 9, 2025

Legacy System Modernisation: When Mobile Wrappers Leave Field Teams Stranded

Key Takeaways Modernising legacy systems is crucial for enterprise efficiency. Mobile wrapper apps often fail to meet the demands of field teams. Offline-first mobile apps provide a robust solution for data access in remote locations. Automated decision trees streamline complex processes. A thorough audit of your logic can identify modernisation opportunities. The Data Bottleneck: Why […]

Read Article
February 6, 2025

Building a Solid Foundation: Data Architecture in Construction Projects

Key Takeaways Poor data hygiene in construction leads to significant cost overruns (10-30% on average). Robust data cleansing and validation are essential, especially in offline environments. A well-designed data architecture is crucial for efficient decision-making and maintaining the Golden Thread of information. Modernising your data infrastructure provides tangible improvements in project execution. Consider auditing your […]

Read Article
February 4, 2025

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 […]

Read Article
February 4, 2025

React Native for Enterprise: A Secure Foundation

Key Takeaways React Native offers code sharing between iOS and Android, cutting development time and costs. Prioritise data synchronisation, especially for offline-first apps, to maintain consistency. Implement robust security measures tailored to your industry’s specific needs. Careful architectural planning is essential for scalability and maintainability. Consider long-term support and upgrades for React Native and its […]

Read Article
February 3, 2025

Offline-First: Why Gut Feeling Fails in Enterprise Operations

Offline-First: Why Gut Feeling Fails in Enterprise Operations Key Takeaways: Offline-first architecture enhances user experience and resilience by enabling functionality without constant network connectivity. Successful implementation requires robust data synchronisation and conflict resolution strategies. Relying on ‘gut feeling’ for data management in offline scenarios leads to inconsistencies and errors. Consider an audit of your data […]

Read Article
February 2, 2025

Offline-First Meets Edge AI: Real-Time Insights in React Native Field Applications

Key Takeaways: Offline-First Edge AI: Enables real-time data insights without constant connectivity. React Native Applications: Facilitates cross-platform mobile app development. Local LLMs: Processes data directly on the device, reducing latency. Data Processing Optimisation: Streamlines field operations and improves decision-making. Mitigating Technical Debt: Modernises legacy systems by leveraging new technologies. Bridging the Connectivity Gap: Offline-First and […]

Read Article
February 2, 2025

Taming the Cloud: Database Normalisation for Cost-Effective Infrastructure

Key Takeaways Cloud infrastructure costs are significantly impacted by database design. Database normalisation reduces data redundancy and storage needs. Optimised databases improve application performance and scalability. Well-structured data facilitates better reporting and decision-making. Legacy systems often contain un-normalised data, leading to increased cloud costs. The Cloud Cost Conundrum Cloud infrastructure is the backbone of modern […]

Read Article