Insights

Notes on building governed enterprise AI.

Short perspectives from our work designing sovereign enterprise AI with operating teams and technology leaders. Full articles are published as engagements conclude.

Choosing a first Company Brain workflow

Why frequent, painful, measurable workflows that cross more than one source make the strongest first deployment.

Governance before autonomy

Permissions, approved sources, citations and audit trails are what make enterprise AI automation safe to adopt.

Model independence in practice

How local LLM enterprise deployment and hosted models can coexist behind one governed intelligence layer.