Enterprise AI Stack™
A Proprietary Reference Operating Model
A six-layer reference architecture for designing, governing and deploying secure, production-grade AI systems at enterprise scale. Developed by MTC Global Services.
Enterprise AI Stack™ is proprietary intellectual property of MTC Global Services. All rights reserved.
Six Interconnected Layers
The foundational governance layer defining policies, principles and strategic direction for all enterprise AI initiatives. Without this layer, every other layer is ungoverned.
Layer Components
Why This Layer Matters
Governance must be the first layer — it defines what AI is allowed to do, how decisions are made, and who is accountable. Building AI systems without this layer is technical debt of the most dangerous kind.
Layer Outputs
Frequently Asked Questions
What is the Enterprise AI Stack™?
The Enterprise AI Stack™ is a proprietary 6-layer reference operating model developed by MTC Global Services for designing, governing and deploying enterprise AI systems at scale. It covers everything from governance and strategy through to observability and security.
Why does the stack start with governance?
Governance must be the foundation of any enterprise AI system. Without clear policies, risk frameworks and accountability structures in place, every technical layer above it is ungoverned — creating operational, ethical and regulatory risk.
How is the Enterprise AI Stack™ used in practice?
The Stack is used as a reference architecture assessment tool, a gap analysis framework and a deployment roadmap. Enterprise teams use it to identify which layers are mature, which are underdeveloped, and what needs to be built or improved.
Can the Enterprise AI Stack™ be licensed or used by other organisations?
The Enterprise AI Stack™ is proprietary intellectual property of MTC Global Services. Usage in enterprise AI projects is available through our consulting and advisory services. Contact us to discuss enterprise licensing.
Apply the Enterprise AI Stack™ to Your Organisation
Our team helps enterprise organisations assess their AI maturity, identify gaps and build a roadmap aligned to the Enterprise AI Stack™ framework.