ARANANET.NETCH-01 ▮
A_ARANANETORBITAL INTERFACE

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.

VIEW PROJECTS →GET IN TOUCHEMBEDDED WITH BUSINESS & PRODUCT TEAMS
FIG.01 — ORBITAL CORELIVE ◉

MOVE POINTER — RINGS RESPOND

01
20+.
YEARS OF ENTERPRISE EXPERIENCE
02
03.
FLAGSHIP AI INITIATIVES LED
03
40+.
SERVICES & PLATFORMS DELIVERED

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.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.

▸▸▸

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.

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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 Evaluation

Corporate 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 Optimisation

Technical 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 Buying

Driving 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.

V.01

Microsoft

AGENTIC AI & COPILOT ECOSYSTEM

Copilot · M365 Copilot · Copilot Studio · Azure AI Foundry · Entra ID / OBO · Microsoft Graph · Purview · AKS

V.02

Snowflake

DATA, SEMANTIC LAYER & ONTOLOGY

Snowflake · Cortex · Semantic Layers · Enterprise Ontology evaluation

V.03

ServiceNow

ENTERPRISE WORKFLOWS & AUTOMATION

ServiceNow platform · workflow & automation integration

V.04

MuleSoft

INTEGRATION & AI GATEWAY

MuleSoft · AI Gateway · API-led integration for agent ecosystems (Salesforce)

V.05

LeanIX

ENTERPRISE ARCHITECTURE GOVERNANCE

LeanIX (SAP) · Architecture Review Management · reference architectures & controls

V.06

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.