About

Senior Advisor in Enterprise Architecture, AI Governance and AI Production.

I am Dr. Amadou Sienou. I work with organisations at the intersection of Enterprise Architecture, AI Governance and production-ready AI operating models — directly at senior level, without overhead.

My work does not begin with tool recommendations, but with a fundamental question: what needs to be structured for AI to become steerable, governance-compliant and ready for production?

Through my workshops (AI Discovery, Agentic AI Discovery, AI Strategy, AI Governance Journey, AI Operating Models, Prompt Leadership), I guide organisations in their transition from decentralised AI pilots to governable operating models.

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Why clients engage me.

Enterprise Architecture as an ordering discipline

Bringing structure to complex IT landscapes so that new AI capabilities are embedded within robust and sustainable target architectures.

AI Governance rather than pilot romanticism

Governance frameworks, roles and decision logic that make AI steerable and accountable.

AI Production rather than tooling activism

Operating models, standards and genuine effectiveness — rather than non-committal PoC rhetoric.

Senior advisory without overhead

Direct collaboration at senior level, without a pyramidal delivery model.

Frameworks & Initiatives

Alongside my advisory work, I have developed independent frameworks and initiatives that structure the methods and values at the core of my practice.

Framework · Author

MOTIVE Framework

A six-dimensional framework for structured AI use in organisations. MOTIVE addresses the core dimensions that determine quality and steerability in AI deployment — from prompt management through to organisational embedding.

motive.abamix.com

Framework · Author

TRIARDIS Framework

A framework for governance-compliant AI architectures and responsible decision models in regulated enterprise environments — developed at the intersection of AI ethics, enterprise architecture and compliance.

triardis.ai

Initiative · Founder

Nextantro

An initiative for values-driven digital transformation. Nextantro connects research, practice and societal responsibility in the context of technological change — with the aim of aligning technology and human development.

nextantro.org

Six structured workshops.

15+ years of experience and expertise are condensed into six structured workshops — as a direct entry point into Enterprise Architecture, AI Governance and AI Production.

AI Discovery

Build the AI use-case portfolio, prioritise it and identify candidates for AI Production.

Agentic AI Discovery

Specify agentic AI use cases and structure them for governance.

AI Strategy

Develop an AI strategy connecting business objectives, enterprise architecture and governance.

AI Governance Journey

Build governable AI operating models — audit-ready and scalable.

AI Operating Models

Deploy AI from pilot mode into production using the eight building blocks.

Prompt Leadership

Structure AI use across the organisation via the MOTIVE framework.