LLM Services for Investment Intelligence
$2.5T AUM, 5,000 financial advisors serving 3M+ high-net-worth clients across 50 countries
240% increase
Reduced from 5 hours to 45 minutes daily
94% decrease
18% improvement
$67M in compliance costs
Financial advisors spent 65% of time on research and compliance documentation instead of client interaction. Inconsistent advice quality across regions led to $150M in regulatory fines.
Fine-tuned GPT-4 variant on 10M financial documents with retrieval-augmented generation using real-time market data, multi-agent system for complex financial planning, and compliance layer with regulatory rule engine.
70B parameter model with LoRA fine-tuning on 8x H100s
Vector store with 50M embedded documents, Streaming inference with 200ms latency
Hybrid search (dense + sparse retrieval), Cross-lingual retrieval in 15 languages
On-premise deployment in SOC 2 environment, PII detection and masking
Increased advisor productivity by 240%, reduced research time by 90%, and achieved $67M annual compliance savings.
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