Institutional knowledge services
Regulations, procedures and case history retrievable with provenance, on institution-controlled infrastructure.
Sector · Government and institutions
Institutional language models and controlled knowledge, deployed inside the environment the institution controls, with authority that stays with people.
Public institutions hold the most consequential knowledge and the strictest constraints on where it may go. Generic cloud AI fails the second test before it reaches the first.
The requirement is not a chatbot. It is intelligence that respects the institution's data, its decision rights and its obligation to explain itself.

What we deliver
Regulations, procedures and case history retrievable with provenance, on institution-controlled infrastructure.
Local and specialised models by default; external models only by policy, per request, with audit.
Shared situational views across teams with defined authority for every action.
Every important action and decision reviewable after the fact.
Common standards and controlled exchange, with each institution keeping authority over its data.
On premises, in a national environment, or an authorised hybrid.
Platform and governance
Government deployments run KoLo with Guardian authority and KAGE protection: identity, purpose and permissions on every action; containment and recovery when something goes wrong.
Cross-domain exchanges require authorisation. Nothing is pooled. Authority is explicit wherever consequences matter.
Every engagement begins with a bounded workflow, a named owner and acceptance criteria agreed before work starts.