Blogs & Insights

Practical articles from Analytics Nest on AI in production, computer vision, ERPNext, cloud cost savings, penetration testing and banking technology.

Articles

• What 98% Accuracy Actually Looks Like: Inside Our License-Plate Recognition System: A behind-the-scenes look at building a computer vision system for live, uncontrolled conditions.
• Why Most AI Projects Die After the Demo: An honest look at the gap between AI prototypes and production systems, using our own deployment lessons.
• Treasury Technology 101: What FX, Money Market, and Fixed Income Modules Actually Do: A plain-language guide to the core modules inside a bank's treasury system and how they work together.
• Penetration Testing: What to Expect and How to Prepare: A practical guide to scoping a penetration test, what happens during one, and how to use the results.
• 7 Practical Ways to Cut Your Cloud Bill Without Slowing Down: Simple changes that lower AWS and cloud costs while keeping performance and reliability intact.
• ERPNext Implementation: A Practical Checklist for Growing Businesses: What to prepare before, during and after an ERP rollout so your team actually uses the new system.