Proof of Concept
Building
Agentic RAG Proof of Concept
Enterprise Architect
Enterprise Architecture is a document-centric discipline — numbers as supporting evidence, graphs showing relationships across domains — and one that benefits directly from AI and LLMs, particularly in building business capability models and mapping between domains. A proof of concept used GenAI and Retrieval Augmented Generation (RAG) to translate existing documentation and interview transcripts, cataloguing applications and the roles they played in the business to generate mappings into the capability, data and technology domains.
Venture
Building
GlobalSouthIT
Co-Founder
An international technology partnership spanning the UK, US and Morocco, combining executive leadership with global engineering capability. Supports ERP transformation across the US and Morocco, and leads technical architecture for an intelligent retrofit platform integrating AI, IoT, edge intelligence and smart building management for large-scale cooperative housing.
Field Note
Building
Denied Party Screening & Pre-Clearance
Architect
Target Operating Model and High-Level Design for large-scale border and customs processing. Optimising the shipping process means ensuring every declaration is compliant with international standards that vary by jurisdiction: a conversion engine was needed to reconcile them. Denied-party screening is nation-to-nation and dependent on context and the bill of shipping: be clear on what is being shipped, and the screening implications follow.
Field Note
Building
Secure Factory: IT/OT Integration
CTO
Secure Factory concepts applying Industry 4.0, Zero Trust, and combined IT/OT security principles to manufacturing environments, developed for a pharmaceutical plant. The principles were rolled out to a model facility.
Field Note
Building
ESG Cloud: Visibility & Optimisation
CTO
ESG-focused cloud optimisation combining FinOps with sustainability and carbon-reduction objectives: a serverless solution built on cloud service provider (CSP) reporting data, overlaid with a reporting structure to direct investment. The same CSP reporting doubled as a data source for enterprise architecture infrastructure modelling.