MCP Digital
Enterprise AI Architect

Marcelo C. Plaza

Technology Consultant & Forensics Expert. Bridging 30+ years of enterprise IT leadership with next-generation AI orchestration and legal technology assessments.

Former IBMSun MicrosystemsHP

The Portal Ecosystem

Strategic Proof of Concept (2024–Present) validating high-velocity agentic workflows. A "Reference Implementation" achieving ~$360k in replacement value by centralizing governance across 17+ encapsulated AI applications.

Modular Encapsulation

Unified Server DNA ensuring every app inherits a shared governance layer with zero-waste scaling.

Enterprise Governance

Granular token tracking at individual agent levels with strict tenant isolation via Supabase RLS.

Recursive Intelligence

Human-gated knowledge promotion and hybrid reasoning combining multi-agent swarms.

Professional Pillars

Architectural Labs

Designing modular monoliths and agentic orchestration layers (IBM/Sun/HP legacy + Next.js 16).

Executive Strategy

30+ years of C-level relationship management and complex technology sales in financial sectors.

Strategic Proofing

Bridging technical transformation with business delivery and high-availability IT management.

Content Hubs

MCP Labs Articles
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MCP Labs Articles

Articles powered by n8n workflows and custom LLM filters.

MCP Labs AI News Feed
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MCP Labs AI News Feed

AI Focused News Feed powered by n8n workflows and custom LLM filters.

Under The Hood

Zero-Waste / Modular Encapsulation

Self-Hosted Infrastructure

cloud_queueVPS
developer_boardDOCKER
rocket_launchCOOLIFY

Technical Stack

Next.js 16 (Server Actions)
Supabase (RLS Isolation)
Gemini 2.x / 3
Python / Node.js
Stripe API / Metered
Docker / Coolify

Let's talk about your project

Enterprise Technology Leader with deep roots in IBM Data Science and complex portfolio management. Trilingual expert in enterprise transformations and strategic AI orchestration.