Insights
On private LLMs, AI governance, and consultancy methodology.
Long-form arguments, step-by-step playbooks, and buyer's guides for the people making AI decisions inside enterprises.
Why enterprise AI must be owned, not rented
An argument for ownership-first enterprise AI: why public LLM APIs and SaaS AI hold your data, your competitive advantage, and your future hostage.
How to deploy a private LLM — A step-by-step guide
Choose your model, size your GPUs, deploy with vLLM or TGI, secure with auth and observability, and run evals. The full step-by-step playbook.
The AI consultancy buyer's guide
When to build in-house, when to hire, red flags in AI consultancies, the questions to ask before signing, and what ownership actually means in practice.
The closer
Build the AI you'd be proud to own.
Thirty minutes to talk through your stack, your data, and the AI opportunity you care about most. No pitch deck. No sales theatre.
Ubuntu Online · Nairobi · 2026