Vecta Blog
Our team's Whitepapers, Release Notes, and Opinion articles (ramblings)
Learn about benchmarking best practices, and building reliable AI systems. We also share updates on Vecta's latest features, and recent research from our team.
Latest Posts
Building RAG Systems at Enterprise Scale: Key Lessons and Challenges
Enterprise reality: Building retrieval-augmented generation (RAG) systems for large, messy corporate document collections is far more challenging than tutorials suggest.
RAGEnterpriseBest Practices
September 7, 2025
10 min read
Two and a Half Methods to Cut LLM Token Costs
Explore some lesser-known techniques to optimize your LLM token usage and reduce costs.
LLMTokensOptimizationCost
August 15, 2025
8 min read
The Real Reason 95% of GenAI Pilots Fail
Why most enterprise GenAI pilots fail to deliver ROI and how to bridge the divide.
GenAIROIEnterpriseLeadership
September 8, 2024
25 min read
Getting Started with RAG Evaluation
Learn the fundamentals of evaluating RAG systems, from basic metrics to advanced benchmarking techniques.
Getting StartedRAGEvaluation
January 15, 2024
10 min read