AI & ML Archives

Enterprise AI use cases across supply chain, customer experience, R&D, and customer service driven by generative and analytical AI

26 Jan 26

P&G’s “AI Factory” Playbook: How to Turn AI Into a Repeatable Business Capability—and Why Most Companies Don’t

MILL5

Most companies can build AI pilots. Few can scale them. Learn how P&G’s “AI Factory” turns AI into a repeatable, governed capability—and how leaders can apply the same strategy to move from experiments to enterprise impact.

12 Jan 26

Disruption Isn’t Coming – It’s Here: What Enterprise Leaders Said About AI in 2025 (and What to Do Next)

MILL5

In a single December 2025 enterprise AI strategy survey of 604 senior executives at large companies (5,000+ employees), 36% said AI is their #1 strategic priority, and another 47% put it in their top three.

07 Jan 26

OpenAI Is Getting More Efficient – And That’s Your Signal to Re‑Think How You Run AI (Cloud + Edge)

MILL5

OpenAI’s focus on AI runtime efficiency is a signal for every business. As compute becomes the real constraint, organizations must rethink how they run AI across cloud and edge environments. The winners won’t be those that use AI the most—but those that run the right models, in the right place,…

18 Nov 25

How PE Firms Can Use AI to Improve EBITDA

MILL5

Discover how private equity firms can accelerate EBITDA growth using practical, production-ready AI. Learn how AI improves underwriting, claims, revenue cycle management, predictive maintenance, and operational efficiency across portfolio companies.

04 Nov 25

The Hidden Cost of AI: Why 95% of Enterprises Are Overspending on AI Infrastructure

MILL5

Discover why most enterprises are overspending on AI infrastructure and how hidden cost drivers—from model selection traps to integration taxes—are draining budgets. This article reveals the five key factors behind runaway AI costs, offers a practical framework for technical leaders to optimize spending, and explains how organizations can regain financial…

02 Oct 25

The AI Race: Insights from MILL5’s Medellin Tech Talk

MILL5

When it comes to AI, the conversation has shifted from "if" to "how" and "when." At MILL5’s Medellin Tech Talk, we brought together technical leaders for a candid discussion about the realities of AI adoption, trust, and the global competition shaping our technological future.

23 Sep 25

Accelerating AI Innovation: MILL5’s Tailored Accelerators for MCP Server Deployment in Enterprises and SMBs

MILL5

In the rapidly evolving landscape of AI-driven automation, Model Control Protocol (MCP) servers have emerged as a game-changer. These servers act as a bridge between AI models like Anthropic's Claude and external tools, databases, and workflows, enabling seamless integration for tasks ranging from data querying to code generation and beyond.…

08 Sep 25

Mastering MCP for AI-Driven Innovation

MILL5

In this article, we'll explore why making your APIs MCP-friendly is non-negotiable, dive into real-world examples across industries, and outline how MILL5 can guide you through this transformation.

06 Aug 25

AI-Driven Digital Transformation: Fostering Cross-Functional Collaboration in Enterprises

MILL5

Discover how AI is transforming cross-functional collaboration in enterprises. Explore real-world successes and failures, actionable strategies, and expert insights to drive innovation, break down silos, and maximize productivity with AI-driven teamwork.

01 Jul 25

From Data to Decisions: How Industrial Manufacturers Are Advancing with AI/ML at Scale

MILL5

From predictive analytics to self-optimizing systems—see how industrial manufacturers are using AI/ML to achieve measurable business outcomes.

AI & ML

P&G’s “AI Factory” Playbook: How to Turn AI Into a Repeatable Business Capability—and Why Most Companies Don’t

Disruption Isn’t Coming – It’s Here: What Enterprise Leaders Said About AI in 2025 (and What to Do Next)

OpenAI Is Getting More Efficient – And That’s Your Signal to Re‑Think How You Run AI (Cloud + Edge)

How PE Firms Can Use AI to Improve EBITDA

The Hidden Cost of AI: Why 95% of Enterprises Are Overspending on AI Infrastructure

The AI Race: Insights from MILL5’s Medellin Tech Talk

Accelerating AI Innovation: MILL5’s Tailored Accelerators for MCP Server Deployment in Enterprises and SMBs

Mastering MCP for AI-Driven Innovation

AI-Driven Digital Transformation: Fostering Cross-Functional Collaboration in Enterprises

From Data to Decisions: How Industrial Manufacturers Are Advancing with AI/ML at Scale

A Portfolio-Wide EBITDA Playbook Operating Partners Can Actually Scale

P&G’s “AI Factory” Playbook: How to Turn AI Into a Repeatable Business Capability—and Why Most Companies Don’t

Disruption Isn’t Coming – It’s Here: What Enterprise Leaders Said About AI in 2025 (and What to Do Next)

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