Osprey Intel

Instant Investment Intelligence

AI-powered document analysis for private markets

The Problem

Private capital firms are drowning in documents while racing against time

72+ hours
Per Deal Analysis
Manual review of a single investment opportunity
1,000+ pages
Average Deal Room
Documents per due diligence process

Time-Intensive Manual Review

Teams spend weeks extracting data from SEC filings, annual reports, and technical documents

Buried Critical Information

Key insights lost in complex tables, footnotes, and cross-referenced sections

Data Security Risks

Sensitive deal data too confidential to load into commercial LLMs, forcing manual analysis

Competitive Disadvantage

Slower analysis means missing deals to faster-moving competitors

What We're Doing About It

Transforming weeks of manual analysis into hours of AI-powered intelligence

5-Layer AI Pipeline

Document Intelligence → Semantic Processing → Knowledge Synthesis → Agent Orchestration → Visualization

Accelerated Analysis

From 72+ hours to <1 hour processing with 95%+ accuracy and instant insights

Evidence-Based Insights

Every recommendation backed by traceable sources with page-level citations and confidence scores

On-Premise Security

Air-gapped deployment capability with complete data sovereignty - your sensitive data never leaves your control

Technical Documentation

AI-powered document analysis for private capital markets

Platform Architecture

Deep dive into the 5-layer pipeline architecture: Document Intelligence → Semantic Preprocessing → Knowledge Synthesis → Agent Orchestration → Visualization & Export

  • IBM Docling document intelligence
  • Semantic NLP/ML preprocessing
  • BeeAI agent orchestration
  • Real-time visualization engine
View Architecture

Financial NLP Infographic

Solving domain-specificity in financial natural language processing with context-aware preprocessing, transfer learning, and hybrid approaches

  • Domain-adapted language models
  • Context-aware preprocessing
  • Hybrid rule-based + ML approaches
  • Alternative data integration
View Infographic

Data Landscape Analysis

Understanding the Zettabyte Era: How the exponential growth of data creation is reshaping computing and why document intelligence is more critical than ever

  • Global data creation forecasts
  • Industry leader insights
  • Datacenter-scale computing trends
  • Osprey Intel's role in the data deluge
View Analysis

Technical Implementation

Enhanced RAG System: Production-ready intelligent research assistant for PDFs with comprehensive documentation and HPC deployment capabilities

  • Interactive and batch processing modes
  • 1,737 nodes with full metadata processing
  • HPC deployment on Dartmouth Andes cluster
  • Precise source attribution with coordinates
View Implementation
<60s
Processing Time
95%+
Success Rate
5
Layer Pipeline
15k+
Target Users