01 / AI systemsComing soon
What useful AI needs before it reaches the workflow.
A field guide to context, evaluation and human oversight.
NW /Resources / Field notes
Working knowledge. For AI in operation.
Practical perspectives on data, security, implementation and the decisions that turn AI into useful work.
LATEST FROM THE BLOG
Articles & insights
AI Systems
AI Agents at Work: The Next Big Shift in Enterprise Productivity
AI agents are moving beyond assistance to help execute real enterprise workflows—giving people more time for judgement, creativity, relationships, and problem-solving.
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6 min read
AI Systems
Context Engineering: Why the Next Competitive Edge in AI Isn’t a Bigger Model
As frontier models become capable enough for production, the advantage shifts to how teams architect context, memory, retrieval, tools, and escalation paths.
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7 min read
AI Strategy
Measuring ROI on AI Investments: From Hope to Evidence
Spending on AI is rising fast, yet most leaders still can’t show the return. A practical framework for moving from hopeful pilots to measurable, defensible value.
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8 min read
The neuwork notebook / field notes
Useful thinking for AI in operation.
Practical perspectives on data, security, implementation and the decisions that turn AI into useful work.
Discuss a topic ↗02 / Data foundationsComing soon
From scattered signals to a decision-ready layer.
Notes on connecting information without losing governance.
03 / Security practiceComing soon
Testing the systems around the model.
Practical perspectives on exposure, adversaries and assurance.
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