Briefings

Technical deep dives on enterprise AI implementation. Evidence-based analysis for practitioners.

In-depth briefings covering enterprise AI from strategy to production

Evidence-Based

Real benchmarks, tested frameworks, and documented outcomes

Practitioner Focus

Written for technical leaders who build and ship AI systems

All Briefings

AI Engineering 16 min read

The LLM Evaluation Gap: How to Actually Measure What Matters

We analyzed 598 AI case studies—zero had rigorous evidence. A practical framework for LLM evaluation: metrics, LLM-as-Judge, RAG triad, and agent assessment.

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AI Engineering 12 min read

The LLM Application Lifecycle: From Prompt to Production

Navigate the operational complexity of production LLM systems—model selection, LLMOps stack, prompt drift, fine-tuning economics, and deployment patterns.

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AI Architecture 15 min read

Enterprise RAG Architecture: A Practitioner's Guide

From vector database selection to advanced retrieval patterns. Hybrid search, reranking, GraphRAG, and agentic orchestration for production knowledge systems.

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