Insights
Technical depth. Strategic clarity. Practical wisdom from building AI systems that work in the real world.
Deep analysis of why enterprise AI fails — misaligned incentives, lack of production engineering, vendor dependency. We examine the patterns we've seen across 50+ client engagements and what separates successful AI deployments from expensive experiments.
Technical deep-dive into RAG patterns — chunking strategies, hybrid search, re-ranking, evaluation frameworks. Based on real production systems processing millions of queries.
Practical, jargon-free guide covering realistic automation opportunities and how to evaluate vendors. Written specifically for business owners who are tired of the hype.
An exploration of emerging agent patterns including planning loops, tool composition, and multi-agent collaboration. How to build agents that actually work in production environments.
Move beyond vanity metrics to understand the true business impact of AI investments. A practical framework for calculating and communicating AI ROI to stakeholders.
Why combining structured knowledge graphs with LLMs produces better results than either approach alone. Technical walkthrough with production examples.
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