Instead of expanding RFP keywords into broad searches, combine Deal Signals with a Canonical Market Lens, define the evidence required, and use Web Search to validate strategy-relevant deltas.
Instead of re-injecting market reports, competitor research, and company capabilities into every prompt, maintain them in an LLM Wiki and compile a reusable Canonical Market Lens for enterprise Web Search.
Enterprise RAG needs a business-valid retrieval scope before semantic ranking begins. This article explains how Deal Context and a Retrieval Scope Contract can constrain the candidate corpus before embeddings and rerankers do their work.
A practical multi-model coding pattern: split one implementation mission into Builder, Investigator, Auditor, and Verifier roles, then spend expensive reasoning only where it adds value.
JEV and GPT-6 Luna produced the same final classification across 17 Email-to-Case samples. The real difference appeared in cost, evaluation, Question Contracts, Evidence Contracts, and where business authority remained.