M&A Due Diligence
Parse and synthesize thousands of pages of confidential target-company financial records entirely locally, eliminating the risk of M&A data leakage.
The Baseline
Parsing thousands of pages of confidential target-company financial records is manual and highly sensitive. Uploading these documents to external AI providers risks leaking market-moving information and violating non-disclosure agreements.
Y-Ray Data deploys a localized RAG system inside a secure VPC to index and semantically search unstructured M&A PDFs without data ever leaving the corporate perimeter.
Accelerates due diligence by 10x while guaranteeing absolute data confidentiality. Analysts query target-company financials instantly with mathematically verifiable citations.
Architecture Flow
Data Ingestion
Confidential M&A target PDFs (ledgers, contracts, cap tables) are securely uploaded into the local AVELIN storage layer.
Local Vectorization (Y-Ray Data)
The Y-Ray Data engine vectorizes the documents locally inside the VPC, creating a searchable semantic database without external API calls.
Sovereign Inference
Financial analysts query the data using a locally hosted foundational model (e.g., Llama) via the secure AVELIN GPT interface.
Cited Delivery
The model retrieves the relevant financial figures and delivers the answer, strictly citing the exact page and paragraph from the original PDFs using y-ray deep-trace.
Core Infrastructure
| Component | Role |
|---|---|
| Y-Ray Data | Indexes and retrieves unstructured financial data securely within the corporate firewall. |
| Model Engine | Runs local, sovereign models to process queries without internet dependency or data leakage. |
| AVELIN GPT | Provides a secure, access-controlled interface for analysts to interact with the target. |
Technical Specifications
AES-256 for data at rest; TLS 1.3 for data in transit
SEC, FINRA, and SOC2 compliant architecture
Deploys natively inside your existing AWS/Azure VPC or entirely on-premise
Build this architecture
Map this workflow to your internal data models. Deploy AVELIN AI to gain sovereign control over your enterprise intelligence.
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