Enterprise AI architecture
Enterprise AI architecture: five layers and three control planes
A practical enterprise AI architecture framework covering five runtime layers, three control planes, and the questions that expose production gaps.
Agentic AI architecture / Independent consulting
Make agentic AI work in the real world.
Independent architecture consulting for teams moving beyond AI experiments. Work directly with Anton Selin to shape your use case, design agents and integrations, and make a clear plan for production.
01 / Consulting
Clarity before you commit to a build
- Identify where agents add value—and where a simpler workflow is the better choice.
- Define how agents connect to your data, tools and existing systems, with clear limits on what they can do.
- Plan for human oversight, security and evaluation before moving into production.
- Give business and engineering teams a shared view of the design, trade-offs and next steps.
02 / Ideas into practice
See how I think about the hard parts
Practical articles on production AI boundaries, evidence, authority, security, and operations.
Agentic AI architecture
Bounded autonomy: an architecture contract for AI agents
A practical bounded-autonomy framework for AI agents: goals, scope, authority, budgets, invariants, stop conditions, and evidence before expansion.
Secure RAG
Secure RAG architecture: authorize before you retrieve
Design secure, identity-aware RAG with authorization before retrieval, evidence lineage, safe citations, abstention, and separate retrieval evaluation.
03 / Build capability
Develop the team behind the system
When the next step is learning, explore practical architecture training built around decisions your team will face.
Private team training
Bring an enterprise or agentic AI architecture course to your organisation, on-site or remotely by agreement.
Explore private trainingPublic courses
Explore the Enterprise AI Architecture Bootcamp and Agentic AI Architecture & Security programmes, with dates announced when confirmed.
Browse course programmes