Context is operational infrastructure
Why useful AI work depends on governed organisational context, not a longer prompt or a larger model.
6 min read · 15 September 2026Insights
Field notes on making AI useful inside real organisations.
Serious articles about the systems around AI: context, coordination, accountability, privacy, compliance, infrastructure and the failure modes that appear after the demo.
Why agent workflows fail between the demo and the business
The recurring failure modes that appear when autonomous work meets real teams, permissions and changing systems.
7 min read · 15 September 2026Human accountability in AI operations
How to give agents useful autonomy without turning human oversight into a ceremonial approval step.
6 min read · 15 September 2026AI compliance is a systems problem
Why policies alone cannot govern agentic work across data, tools, vendors and human decisions.
7 min read · 15 September 2026Privacy by design for agentic systems
Practical design principles for limiting data exposure while preserving useful operational context.
6 min read · 15 September 2026European infrastructure and operational control
How infrastructure choices shape resilience, data governance and practical control in AI-enabled operations.
6 min read · 15 September 2026Editorial standard
Practice before prediction
We publish what can be supported by operating experience, current sources and explicit reasoning. We do not present product plans as shipped capability or internal observations as independent research.