Rayify helps investment and strategy teams make better decisions by systematically challenging and monitoring how critical assumptions evolve over time.
Stories from the Rayify board: decision intelligence in practice, research systems under the hood, and what we learn stress-testing high-stakes decisions.
Nearly half of consumers already ask AI what to do with their money, yet the supervisory toolkit still assumes a human is giving the advice. Here is where oversight has to go next.
August 5, 2026 | non-technical,financial-services,regulation,consumer-protection,compliance,trust,explainability,AI,fintech,FCA,suitability,supervision,governance,retail-advice,LLM-agents,audit-trail
Field notes from the retrieval stack behind Rayify's decision briefs, and what it cost each time the obvious design lost to the audit requirement.
August 5, 2026 | technical,ai,product,retrieval,RAG,hybrid-search,BM25,pgvector,reranking,rank-fusion,provenance,auditability,evidence,caching,as-of-dating,decision-intelligence