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Nexus

Proven Outcomes

We don't sell software licenses. We deploy elite engineering teams that build systems to solve million-dollar enterprise bottlenecks.

Global Tier-1 Bank

AI Knowledge Assistant

The Challenge

Wealth managers spent 30% of their day searching through dense financial reports, regulatory filings, and internal market research to answer client queries, leading to delayed response times and potential compliance risks.

The Results

Deployed a secure, air-gapped Retrieval-Augmented Generation (RAG) system that instantly surfaces cited answers from over 2 million internal documents.

System Architecture

Data Lakes (S3) -> Unstructured Parser -> Milvus Vector DB -> Llama-3 70B (Locally Hosted) -> Internal React Dashboard.

ROI Metrics

99%
Query Accuracy
1.5 hrs
Saved per Manager/Day
0
Data Leakage Events

Technical Stack

Llama 3vLLMMilvusLangChainKubernetesNext.js

National Healthcare Provider

Clinical Workflow Automation

The Challenge

Physicians faced severe burnout spending up to 2 hours post-shift manually entering patient encounter notes into the EHR system. Off-the-shelf AI scribes failed to meet strict HIPAA compliance and on-premise requirements.

The Results

Built and deployed an embedded AI agent that listens to patient encounters, structure notes, and automatically drafts the EHR entry for physician review.

System Architecture

Encrypted Audio Streams -> Whisper (On-Prem) -> Specialized Medical LLM -> PII Redaction Proxy -> EHR API Integration.

ROI Metrics

85%
Reduction in Charting Time
42%
Decrease in Burnout
$12M
Annual Cost Savings

Technical Stack

Whisper-LargeMistral InstructNVIDIA TritonPyTorchFastAPI

Global Logistics Enterprise

Supply Chain Intelligence

The Challenge

Vast amounts of unstructured email traffic, customs documents, and weather alerts were processed manually, causing a 48-hour lag in identifying critical supply chain disruptions.

The Results

Engineered a multi-agent system that continuously monitors inbound communications and global events to predict and reroute shipments autonomously.

System Architecture

Email/Doc Ingestion -> Multi-modal Agent -> Knowledge Graph -> Predictive Analytics Engine -> Alerting Dashboard.

ROI Metrics

48 hrs to 5 mins
Disruption Detection
15%
Reduction in Spoilage
$30M
ROI in Year 1

Technical Stack

Claude 3.5 SonnetNeo4jApache KafkaPythonReact
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