Situation
A professional firm has deep expertise distributed across articles, service pages, and documents. Visitors struggle to determine what applies to them.
Strategic decision
Use SignalSearch and AnswerMap to improve navigation while preserving source citations and refusal behavior. Do not let the assistant create legal, medical, financial, or binding conclusions.
System architecture
Approved public sources are indexed through a provider-neutral embedding adapter. Vector retrieval is combined with keyword search. Generation is optional, source-bound, rate-limited, and governed by a kill switch.
Launch allowance and migration
Vectorize and Workers AI can reduce initial operating expense under light usage. Conventional search remains the stable fallback and the provider can be replaced through adapters.