28 Jan 2026

Local LLMs - practical deployment for organisations

Most organisations don’t need a giant AI strategy deck. They need one or two useful assistants that fit existing workflows.

Local or controlled deployments become compelling when privacy, residency, or uptime guarantees matter. Start with document retrieval, internal Q&A, or repetitive drafting tasks. Keep humans in the loop.

The priority is reliability, not novelty. Track where time is saved and where quality improves.

If people trust the system, usage compounds.