AI Factory
A repeatable production system for enterprise AI
The AI Factory is the reference architecture and reusable asset base behind every EVVO DIGITAL engagement: agents, knowledge, system connections, evaluation, controls and operations assembled into a controlled production system.
Architecture principles
Six principles that shape every build.
These principles govern how agents are designed, how knowledge is grounded, how authority is bounded and how production behaviour is observed.
Business outcome first
Every capability starts with a named owner, a clear baseline and a production intent, not a tool or a model.
Model choice by task
Models are selected against task, quality, cost, latency, data sensitivity and portability, not vendor default.
Grounded enterprise knowledge
Agents draw on governed, source-attributed knowledge with access control and freshness, not free generation.
Least authority
Agents hold the minimum permissions required to perform approved actions, with explicit approvals and prohibitions.
Human accountability
Named owners retain decisions over material actions, exceptions, risk acceptance and production change.
Observable by design
Behaviour, quality, cost, drift, incidents and value are measured continuously from the first release.
Build on a production system.
Tell us the workflow, decision, service problem or risk position that matters. We will respond within one business day.