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.
The 95% Number Is a Signal, Not the Conclusion When I first saw the “95%” figure, the number itself was not the part that stayed with me. A failure rate that dramatic is easy to repeat, but it can also flatten a much more useful question: why do capable models, serious vendors, and well-funded pilots … Read more