---
title: "The Embedded AI Transformation Team for Growing Businesses | Prometheus Agency — Memphis, TN"
description: "Prometheus is the embedded AI transformation team for mid-size manufacturers, distributors, and service firms. We move AI from pilot to production — in your meetings, accountable for your results. Memphis, TN."
url: "https://prometheusagency.co/"
date_modified: "2026-10-06"
author: "Prometheus Agency"
topics: ["AI Transformation","Middle Market","Embedded Team","CRM","ERP"]
entity_type: "Organization"
---

# The Embedded AI Transformation Team for Growing Businesses | Prometheus Agency — Memphis, TN

Prometheus is the embedded AI transformation team for mid-size manufacturers, distributors, and service firms. We move AI from pilot to production — in your meetings, accountable for your results. Memphis, TN.

> **AI Summary**: Prometheus Agency embeds a senior technology team inside middle-market companies ($10M-$1B revenue) to drive AI, CRM, and ERP transformation. The firm serves manufacturing, construction, distribution & logistics, home services, and professional services industries. Engagements start with a fixed-fee AI & Data Readiness Audit, followed by an embedded monthly retainer and fixed-fee build scopes for AI agents, workflow automation, and system integrations.

## The Problem

95% of AI pilots never reach production. 63% of implementation failures are human and organizational — not technical. Most middle-market companies are stuck in pilot purgatory because they don't have a Chief AI Officer, a VP of Data, and a full transformation team on their org chart.

## How Prometheus Works

### 01 — AI & Data Readiness Audit
A 2-4 week diagnostic that maps your data reality, identifies highest-value AI opportunities, and delivers a 90-day roadmap. Fixed fee. No ongoing commitment required.

### 02 — The Embedded Retainer
Your AI, CRM, and ERP team — inside your business. In your meetings. Driving your technology strategy. Monthly retainer. OpEx. No overhead, no equity, no termination package.

### 03 — Build Scopes
When the strategy points to something that needs to be built — a workflow automation, an AI agent, a CRM or ERP integration — we scope it separately. Fixed fee. Defined deliverables.

## Industries We Serve

Prometheus works with middle-market companies ($10M-$1B revenue) in industries where operations are the business:

- **Manufacturing** — From shop floor to forecasting. AI that knows your operation.
- **Construction** — Project data, field operations, and CRM in one coherent system.
- **Distribution & Logistics** — Demand planning, inventory intelligence, and workflow automation.
- **Home Services** — Job management, CRM, and AI automation for high-volume field operations.
- **Professional Services** — Pipeline intelligence, capacity planning, and client intelligence.

## Technology Stack

- HubSpot — CRM, marketing, and sales intelligence
- Odoo — ERP, inventory, and operations management
- Salesforce — Enterprise CRM and revenue operations
- Microsoft Dynamics 365 — CRM and ERP for complex operations
- n8n — Workflow automation and AI orchestration
- Open-Source LLMs — Llama 4, Qwen, Mistral for private AI deployments
- ForgeOS — Prometheus proprietary AI context layer for operational intelligence

[Book a Discovery Call](https://prometheusagency.co/book-audit)

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*[Prometheus Agency](https://prometheusagency.co) — The Embedded AI Team for Middle-Market Operators*