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Aynitech Factory
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Practical insights on building modern products, data platforms, and AI—at enterprise standards.

Short POVs, guides, and playbooks from AYNITECH FACTORY—focused on what actually works in production across analytics, data engineering, software delivery, cloud operations, and AI.

Why Most AI Pilots Fail in Production
September 2025

Why Most AI Pilots Fail in Production

AI isn't blocked by models–it's blocked by data reliability, governance, and deployment discipline. Here's the delivery system required to move from demo to durable value.

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December 2020

Cybersecurity 1.0: What Do I Do If It’s Just Me?

November 2020

Advantages of Offshore Outsourcing

November 2020

Cybersecurity: What is a SOC?

November 2020

The Importance of a Network Operations Center (NOC)

October 2020

Internet Through Light: Li-Fi Products

October 2020

Power BI – Applicability and Challenges

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Product, project, or team—share your goal and timeline. We’ll propose the right factory mix and delivery plan.