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AI Strategy

Why 87% of AI Pilots Never Reach Production (And How to Fix It)

MJ
Dr. Michael Johnson
Chief AI Officer • December 15, 2024

Most organizations struggle to move AI from successful pilots to production deployment. This comprehensive analysis reveals the top 5 barriers and provides a proven framework to overcome them, based on data from 200+ enterprise AI projects.

What You'll Learn:

The 5 critical failure points in AI deployment
A proven 6-step production readiness framework
Real case studies from successful deployments

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Showing 24 articles
AI Strategy

5 Signs Your Organization Is Ready for AI

SL
Sarah Liu
Dec 12, 2024 6 min read

Don't rush into AI without proper preparation. Learn the key organizational indicators that signal readiness for successful AI adoption.

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Technical

RAG vs. Fine-Tuning: When to Use Each Approach

AR
Alex Rodriguez
Dec 10, 2024 12 min read

A technical deep-dive comparing RAG and fine-tuning approaches, with decision frameworks and real-world implementation examples.

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Healthcare

The State of AI in Healthcare 2025

MJ
Dr. Michael Johnson
Dec 8, 2024 15 min read

Comprehensive analysis of AI adoption trends, regulatory changes, and emerging opportunities in healthcare for 2025.

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How-To Guide

How to Calculate ROI for AI Projects (With Template)

LC
Lisa Chen
Dec 5, 2024 10 min read

Step-by-step guide with downloadable Excel template to calculate and present AI project ROI to stakeholders and executives.

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AI Strategy

Building an AI Center of Excellence: A Step-by-Step Guide

RK
Raj Kumar
Dec 3, 2024 14 min read

Learn how to establish and scale an AI Center of Excellence that drives enterprise-wide AI adoption and governance.

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Manufacturing

Manufacturing's AI Revolution: Beyond Predictive Maintenance

JW
James Wilson
Nov 30, 2024 11 min read

Explore advanced AI applications in manufacturing including quality control, supply chain optimization, and intelligent automation.

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Deep technical content covering architecture, MLOps, model deployment, and engineering best practices for production AI systems.

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