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Equan Research Briefs

Insights on Artificial Intelligence

Discover white papers, technical benchmarks, and architecture guides written by our systems architects.

AI Agents6 min read

The Future of Multi-Agent Frameworks in Enterprise Operations

Multi-agent environments coordinate separate model checkpoints to complete complex, non-linear workflows with high reliability.

By Dr. Arthur PendeltonJuly 14, 2026
RAG Systems8 min read

How RAG Architecture Overcomes LLM Hallucinations

Deep dive into semantic chunking strategies, hybrid vector querying, and reranking pipelines that anchor generative outputs in truth.

By Elena RostovaJune 28, 2026
Security & Ops10 min read

Implementing SOC2 Compliance for Self-Hosted Generative Models

Key strategies for deploying open weights like Llama 3 inside secure private clouds without leaking transaction logging telemetry.

By Marcus SterlingMay 15, 2026