Complete Analysis
End-to-end pipeline
Public Financials
Cross-validated vs EDGAR
Specialist AI Agents
Working in parallel
Streaming Pipelines
Real-time updates
Six Automated Stages
Transform raw documents into actionable investment insights
Document Ingestion
AI processes entire data rooms automatically
- Parse 100+ document formats
- Extract tables, charts, and text
- Identify key financial metrics
- Build searchable knowledge base
Financial Analysis
Automated extraction and validation
- Revenue, margins, growth rates
- Working capital dynamics
- CapEx and depreciation
- Cross-validate with SEC filings
DCF Valuation
Institutional-grade modeling
- 5-year projections
- WACC calculation via CAPM
- Terminal value scenarios
- Sensitivity analysis
LBO Analysis
Leveraged buyout scenarios
- Debt capacity analysis
- Multiple entry/exit scenarios
- IRR and MOIC calculations
- Returns attribution
Risk Detection
AI identifies material risks
- Legal and compliance risks
- Customer concentration
- Technology dependencies
- Dollar-value quantification
Investment Memo
Ready-to-present documentation
- Executive summary
- Investment thesis
- Risk factors
- Actionable recommendations
Total Pipeline Time: Under 30 Minutes
From raw data room to investment-ready analysis
Enterprise-Grade Infrastructure
Built for institutional M&A workflows
Multi-Agent Orchestration
Six specialized AI agents work in parallel - RAG, DCF, Search, Risk, Impact, and Pattern - coordinated by an intelligent router.
SEC EDGAR Integration
Financial metrics for public companies are cross-checked against SEC filings, with discrepancies flagged for review instead of silently accepted.
Real-Time Streaming
Watch analysis unfold in real-time with progress tracking and intermediate results as each pipeline completes.
Institutional Learning
The system learns from your firm's deal outcomes and preferences, improving recommendations over time.
Three Steps to Powerful Results
Upload Documents
Drag and drop your data room files. We handle 100+ formats including PDFs, Excel, and presentations.
Start Analysis
Click "Run Vibe Modeling" and watch as our AI agents process your deal in real-time.
Get Results
Receive DCF models, risk analysis, and a complete investment memo - ready for your IC.