Articles and analysis on software engineering, AI implementation, and digital law — from practitioners who build and advise on these systems daily.
Regulatory compliance
October 2025 · 8 min read
An overview of the compliance obligations that engineering teams will need to address as the EU AI Act's high-risk system provisions come into full effect — from technical documentation to human oversight requirements.
AI engineering
A practical guide to designing retrieval-augmented generation pipelines for enterprise knowledge management — covering chunking strategies, embedding models, rerankers, and evaluation frameworks.
Privacy & compliance
How to reconcile GDPR's data minimisation principle with the data requirements of modern AI systems — and the contractual and technical controls that bridge the gap.
Strategy
The considerations that should drive build vs. buy decisions — total cost of ownership, integration complexity, vendor dependency, and the long-term control implications organisations often underestimate.
Legal technology
How to identify the document processes most suitable for automation — and what a realistic implementation looks like when you account for exception handling, version control, and review workflows.
AI governance
The technical records and governance artefacts organisations should be building now — system architecture diagrams, training data inventories, performance logs, and bias assessments.
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Practical perspectives on software, AI, and compliance — no filler.
