MOD.01 — ACTIVE
Agentic AI & Multi-Agent Architecture
Super-agents and specialised agents at corporate scale. MCP, A2A and multi-agent orchestration, Agent Skills, reuse patterns and agent lifecycle design.
▸▸▸ARANANET.NET — PORTFOLIOFILE 001 / NESTLE — ENTERPRISE ARCHITECTURE
EduardoLuisArana_
SENIOR EXPERT IT SOLUTION ARCHITECT AT NESTLE / FORWARD DEPLOYED ENGINEER
Leading enterprise Agentic AI at scale at Nestle — defining the architecture, governance and hands-on delivery of governed multi-agent ecosystems, from MCP and semantic layers to agentic commerce.
FIG.01 — ORBITAL CORELIVE ◉
MOVE POINTER — RINGS RESPOND
- 20+.
- YEARS OF ENTERPRISE EXPERIENCE
- 03.
- FLAGSHIP AI INITIATIVES LED
- 40+.
- SERVICES & PLATFORMS DELIVERED
01
02
03
02 — CAPABILITY MATRIX
Expertise.
Architecture and governance on paper mean little without delivery. I work forward-deployed: embedded with the teams, building the thing, then hardening it into a corporate standard.
MOD.02 — ACTIVE
Forward Deployed Engineering
Embedded with business and product teams: rapid prototyping to production on Microsoft Copilot, Copilot Studio and Azure AI Foundry. Python, APIs and automation where the platform ends.
▸▸▸MOD.03 — ACTIVE
AI Governance, Identity & Security
Agent identity, authentication and authorisation — Entra ID, OAuth and On-Behalf-Of (OBO) flows. Corporate standards for MCP servers, observability, evaluation and security controls.
▸▸▸MOD.04 — ACTIVE
Enterprise Architecture & Governance
LeanIX, Architecture Review Management (ARM), reference architectures, standards and controls. Architecture knowledge governance and solution-design automation.
▸▸▸MOD.05 — ACTIVE
Ontology & Semantic Layer Evaluation
Evaluating enterprise ontology, terminology and semantic-layer platforms for scalable agents: fit assessment, knowledge-graph and taxonomy/metadata review, Snowflake Cortex, Microsoft Purview.
▸▸▸MOD.06 — ACTIVE
Integration & Agentic Commerce
MuleSoft and AI Gateway integration strategy. Agentic commerce with UCP and AP2, Magento, Shopify and Google Agentic Commerce; marketing platforms Frontify, Stravito and Talkwalker.
▸▸▸03 — ACTIVE PROGRAMMES
Flagship Initiatives.
Current enterprise programmes. Details are intentionally high-level — the work is internal and governed.
INIT.01
Agent Evaluation Framework
/ AEF — Automated Agent & Copilot EvaluationCorporate framework for automated evaluation of agents and copilots: controlled scenarios, golden datasets, LLM-as-a-Judge, source validation and quality analysis.
LLM-AS-A-JUDGEGOLDEN DATASETSQUALITY
INIT.02
GEO / AEO Auditor
/ Generative & Answer Engine OptimisationTechnical leadership of GEO/AEO: an auditor that scores how ready digital assets are for AI search engines and agentic commerce experiences.
GEOAEOAI SEARCH
INIT.03
Agentic Commerce
/ UCP, AP2 & Agent-Based BuyingDriving agentic commerce exploration: Universal Commerce Protocol (UCP), Agent Payment Protocol (AP2), Magento, Shopify and Google Agentic Commerce integrations.
UCPAP2COMMERCE
ECOSYSTEM — CLOSE COLLABORATION
Vendor & Platform Ecosystem
Vendors and platform ecosystems I closely collaborate with — designing, evaluating and governing solutions on them. Listing reflects hands-on work, not official endorsement.
Microsoft
AGENTIC AI & COPILOT ECOSYSTEM
Copilot · M365 Copilot · Copilot Studio · Azure AI Foundry · Entra ID / OBO · Microsoft Graph · Purview · AKS
Snowflake
DATA, SEMANTIC LAYER & ONTOLOGY
Snowflake · Cortex · Semantic Layers · Enterprise Ontology evaluation
ServiceNow
ENTERPRISE WORKFLOWS & AUTOMATION
ServiceNow platform · workflow & automation integration
MuleSoft
INTEGRATION & AI GATEWAY
MuleSoft · AI Gateway · API-led integration for agent ecosystems (Salesforce)
LeanIX
ENTERPRISE ARCHITECTURE GOVERNANCE
LeanIX (SAP) · Architecture Review Management · reference architectures & controls
Commerce & Marketing Stack
AGENTIC COMMERCE & MARKETING PLATFORMS
Google Agentic Commerce · Shopify · Magento · Frontify · Stravito · Talkwalker
PLATFORMS & TECHNOLOGIES
- MICROSOFT COPILOT
- M365 COPILOT
- COPILOT STUDIO
- AZURE AI FOUNDRY
- MCP
- A2A
- AI GATEWAY
- LEANIX
- SNOWFLAKE / CORTEX
- MULESOFT
- SERVICENOW
- ENTRA ID / OBO
- MICROSOFT GRAPH
- PURVIEW
- AKS
- GITHUB COPILOT
04 — DOSSIER
About
Senior Expert IT Solution Architect at Nestle and Forward Deployed Engineer, specialised in Generative AI, Agentic Systems and Enterprise Architecture. I lead the exploration, design and governance of intelligent agent architectures at corporate scale — AI governance, MCP, semantic layers, knowledge systems, ontology and semantic-layer evaluation, agentic commerce and automation platforms. My profile sits where strategy meets the keyboard: close to Enterprise Architect for Agentic AI & Enterprise Platforms, but still building. Off duty, I design retro-computing hardware for Amiga and Commodore 64.
“This is my small, but not so small, personal space. Some useful links are provided below.”
— TRANSMISSION FROM THE OPERATOR
05 — UPLINKS
Links
WRITING, CODE, VIDEO AND PROFESSIONAL PROFILES. — SELECT CHANNEL ↓
Eduardo Arana is a Senior Expert IT Solution Architect at Nestle and Forward Deployed Engineer, specialised in Generative AI, Agentic AI and Enterprise Architecture. He leads the design and governance of enterprise agent ecosystems at scale, including super-agents, MCP and A2A architectures, agent identity with Entra ID and On-Behalf-Of flows, and corporate standards for MCP servers, agent skills, observability, evaluation and security. He leads flagship initiatives including the Agent Evaluation Framework (AEF), a GEO/AEO auditor, agentic commerce with UCP and AP2, AI-powered architecture review and solution design, and evaluation of ontology and semantic-layer platforms with Snowflake Cortex. His platform background spans Microsoft Copilot, Copilot Studio, Azure AI Foundry, MuleSoft, LeanIX, ServiceNow and Microsoft Graph. Beyond enterprise software, he is a retro-computing hardware maker designing PCB interfaces for Amiga and Commodore 64.