I design governed enterprise information and automation solutions across SAP, OpenText, ECM, DAM, Document Processing and Global Digital Transformation.
My AI-SDLC portfolio extends that foundation into secure enterprise RAG, LLM gateways, agent orchestration, evaluation, observability and Responsible AI. The public Governed Enterprise AI Architecture Showcase presents the architecture, governance controls and maturity evidence, while the full working implementation is maintained privately.
- 15+ years across solution architecture and global digital and enterprise transformation
- SAP S/4HANA, FI/MM/AP, OpenText xECM, VIM, ArchiveLink and enterprise integrations
- ECM, DAM, records management, metadata, taxonomy, workflow and information governance
- Adobe AEM Assets exposure across enterprise delivery contexts
- Enterprise DAM and content integration across manufacturing, telecom and digital media
- Intelligent capture, OCR, Kofax/OpenText capture and document-process automation
- Delivery within multinational, public-sector and regulated organisations
- Architecture governance, design decisions, testing, migration, cutover, hypercare and BAU transition
| Capability | Current evidence |
|---|---|
| Production-style RAG | Permission-aware retrieval, grounded answers, citations and refusal implemented as a local reference |
| Enterprise LLM gateway | Model allow-lists, limits, rate controls, timeouts and approved fallback implemented |
| Agent orchestration | Governed workflow and human-approval patterns planned |
| Evaluation and observability | Retrieval assurance and privacy-minimized audit implemented; broader operational metrics in progress |
| Vector and embedding pipelines | Governed chunking, replaceable embeddings, index lifecycle and deletion implemented locally |
| Prompt lifecycle | Immutable versions, activation and request traceability implemented |
| Responsible AI | Control catalogue, threat modelling, evidence-based refusal and human oversight in progress |
| Python AI services / LLMOps | FastAPI service, automated tests and CI assurance gates implemented |
Portfolio maturity is stated explicitly. “Implemented” means working and tested within a local reference implementation; it does not claim previous production deployment.
The architecture keeps content identity, tenant, permissions, classification, retention and lineage attached throughout retrieval and grounded-answer generation.
Explore the content-memory loop and architecture evidence.
Enterprise platforms: SAP S/4HANA · OpenText xECM · VIM · ArchiveLink · DAM · AEM Assets · SharePoint
Information: metadata · taxonomy · records · retention · access control · migration · data quality
Integration: REST APIs · web services · workflow · OCR · intelligent capture · Kofax
AI-SDLC lab: Python · FastAPI · RAG · vector search · LLM gateways · evaluation · observability · Responsible AI
Governance: architecture decisions · TOGAF-aligned design · SAP Activate · COBIT · ITIL
I am developing repeatable patterns that make enterprise content AI-ready, permission-aware, traceable and safe to use, connecting information governance with practical AI delivery.
- Explore the Governed Enterprise AI Architecture Showcase
- Open the interactive governed AI console
- Open to Enterprise AI, Information Architecture, ECM/DAM, SAP/OpenText and transformation opportunities