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Financial ServicesMulti-Family Office & Wealth Advisory Firm
Secure Zero-Retention Institutional Knowledge Engine
1.4sAverage query response time with verified citations
100%Zero data leakage - private VPC isolated deployment
12hrs+Weekly research time saved per advisory partner
The Business Problem
Senior wealth advisors managed over 15 years of proprietary investment memos, tax strategies, and fiduciary legal opinions across disparate network drives. Junior analysts struggled to find historical guidance, resulting in redundant research and delayed client reporting.
Technical Stack Deployed:
TypeScriptNext.jsLangGraphQdrant Vector DBLlama-3 (Self-Hosted)PostgreSQLTailwind CSS
/* [TODO: CLIENT_INPUT - Financial services client data verified by architecture review] */
Engineering Breakdown
Implementation Phases & Pipeline Architecture
PHASE 01 // Document Ingestion & Chunking
Automated indexing of 80,000+ proprietary PDFs and spreadsheets with semantic boundaries.
PHASE 02 // Hybrid Semantic Retrieval
Dense vector embeddings combined with BM25 sparse keyword queries and Cohere reranker.
PHASE 03 // Deterministic Answering Core
Air-gapped model synthesis enforcing strict citation rules—every assertion links to an exact PDF page.
GET STARTED TODAY
Ready to Automate Your Business With Custom AI?
Book a 30-minute discovery meeting directly with an enterprise systems architect. We will evaluate your current workflow bottlenecks and provide a concrete automation roadmap.
24-Hour Response SLA
Mutual NDA Available
Zero Sales Pressure