---
id: "action-build-mcp-infrastructure"
type: "action-item"
source_timestamps: ["00:22:31"]
tags: ["architecture", "it-strategy"]
related: ["concept-unified-context-infrastructure", "concept-shadow-agents", "entity-mcp", "framework-intent-gap-layers", "prereq-mcp"]
speakers: ["Nate B. Jones"]
action: "Deploy a unified, vendor-agnostic context infrastructure (like MCP) to replace fragmented shadow agents."
outcome: "Secure, governed, and scalable access to organizational data for all AI agents."
sources: ["s24-prompt-engineering-dead"]
sourceVaultSlug: "s24-prompt-engineering-dead"
originDay: 24
---
# Implement Vendor-Agnostic Context Infrastructure

## Recommended Action

Stop allowing individual teams to build custom RAG pipelines and [[concept-shadow-agents|shadow agents]]. Implement a **composable, vendor-agnostic architecture** — canonically [[entity-mcp]] — to securely connect AI models to organizational data sources with proper governance and access controls.

## Why

This is the move that closes **Layer 1** of the [[framework-intent-gap-layers]]. Without a unified substrate, every team's agents operate on different freshness guarantees, different auth posture, and different audit visibility — making centralized intent encoding impossible.

## Concrete Steps

1. **Inventory existing shadow agents** — list every team-built RAG pipeline, custom Slack/Notion/Salesforce connector, and ad-hoc vector store.
2. **Designate a governance owner** — typically the [[action-hire-workflow-architect|AI Workflow Architect]] role.
3. **Pilot a unified protocol** — likely [[entity-mcp]] or a comparable vendor-neutral layer.
4. **Migrate one or two team stacks** to validate.
5. **Sunset shadow pipelines** with explicit deprecation timelines.

## Outcome

Secure, governed, and scalable access to organizational data — the substrate upon which Layers 2 and 3 (toolkit and intent) can be built.

## Prerequisite

Familiarity with [[prereq-mcp-d24|MCP]] and [[prereq-rag-pipelines|RAG pipelines]].

## Enrichment Caveat

MCP itself is unverified per the enrichment overlay. The directional move (vendor-agnostic, governed context infrastructure) is well-supported by Gartner and similar enterprise data architecture guidance, even if the specific protocol named here is not yet canonical.