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