Exploring Next
Exploring Next — Ep 377 w/ Justy & Cody — Benchmarking Multi-Agent LLM Architectures for Financial Document Processing: A Comparative Study of Orchestration Patterns, Cost-Accuracy Tradeoffs and Production Scaling Strategies
Justy and Cody break down a benchmark of four multi-agent LLM orchestration patterns for extracting structured data from SEC filings, focusing on cost, accuracy, latency, and what’s actually shippable in production. They compare sequential, parallel, hierarchical, and reflexive setups across 10,000 filings and land on a practical middle ground: hierarchical orchestration gets close to the best accuracy without the reflexive loop’s big cost hit.