Insights

AI strategy & developmentinsights from the field

Practical perspectives on building, deploying, and scaling AI systems that deliver measurable business outcomes—not just promising demos.

AI Strategy

How to Evaluate an AI Vendor: A Practical Framework

Most AI vendor evaluations focus on demos and slide decks. Here's a field-tested framework for assessing the capabilities that actually determine whether your AI project reaches production and stays there.

TwoBlox Editorial Team Oct 1, 2026

GenAI

RAG in Production: What Actually Breaks

Retrieval-augmented generation works beautifully in demos and quietly falls apart at scale. Here's a field guide to the failure modes that surface when RAG meets real users, real data, and real traffic.

TwoBlox Editorial TeamSep 24, 2026

AI Strategy

From PoC to Production: Why Most AI Projects Stall

Most AI proof-of-concept projects never reach production. Here's where the gap is—and how to close it before you invest in a build that can't scale.

Shady ShafikSep 20, 2026

Engineering

From Demo to Deployment: Why Most AI Projects Stall

The majority of enterprise AI initiatives never reach production. The reasons are rarely technical—they're organizational. Here's what separates the projects that ship from the ones that stall.

TwoBlox Editorial TeamSep 17, 2026

GenAI

Building RAG Systems That Actually Work in Production

Retrieval-Augmented Generation is the most practical pattern for enterprise LLM apps—but most implementations fail in the same predictable ways. Here's how to get it right.

Sarah ThompsonSep 12, 2026

MLOps

MLOps vs LLMOps: What Changes When You Deploy LLMs

Traditional MLOps wasn't built for large language models. Here's what's different about operating LLMs in production—and what stays the same.

David ParkSep 5, 2026

Industry

AI Governance Under the EU AI Act: A Practical Guide

The EU AI Act is now law. Here's what it means for your AI systems in practice—and how to build compliance into your engineering process instead of bolting it on.

Ray KamelAug 28, 2026