Built by Structured Finance Professionals
We lived the pain of 3-day document reviews. So we built the solution.
The Problem We Solved
After years working in structured finance, we watched talented analysts spend 60+ hours per week manually extracting data from prospectuses. Every deal required reading hundreds of pages, hunting for critical clauses, and copy-pasting into spreadsheets.
The bottleneck wasn't intelligence or effort—it was the manual grunt work. Senior analysts became human OCR machines. Junior analysts burned out within months. Teams couldn't scale without hiring exponentially.
We knew there had to be a better way. Not a generic document processor, but a purpose-built system that understood structured finance as deeply as the analysts themselves.
How We Built It
Agentic AI Engineering
We treat structured finance analysis as an AI engineering problem, not a document processing problem. Our agentic system reasons through deal documents, validates itself, and grounds every claim directly in source material—enabling audit-ready accuracy without manual review.
- Agentic indexing and retrieval with domain-specific reasoning
- Self-correcting validation loops ensure accuracy at scale
- Direct-to-source linking for every extracted data point
Structured Finance Specialization
Generic document AI fails on structured finance because it doesn't understand the domain. We built Prospekto specifically for CLO, ABS, RMBS, and CMBS analysis—not generic contracts or invoices.
- Trained on hundreds of structured finance deals
- Understands waterfall logic and priority structures
- Recognizes covenant language and compliance tests
Enterprise-Grade Security
Your documents contain sensitive deal information. We take security seriously with SOC-2 compliance, complete audit trails, and flexible deployment options for maximum data control.
- SOC-2 Type II certified infrastructure
- Encryption at rest and in transit (AES-256)
- On-premises, VPC, or managed cloud deployment
Designed for Integration
Prospekto fits into your existing workflow—it doesn't replace it. RESTful APIs, Excel exports, MCP protocol support, and webhook notifications mean your team keeps working the way they already do.
- Full REST API with comprehensive documentation
- Native Excel export for analyst workflows
- Model Context Protocol for AI assistant integration
Built on Modern AI Engineering
Our platform leverages the latest advances in agentic AI systems. Rather than relying on rigid pattern matching, Prospekto uses reasoning-based AI that understands structured finance logic and validates its own work.
AI Architecture
- • Agentic indexing for intelligent document traversal
- • Domain-specific agent context engineering for structured finance
- • Self-correcting mechanisms that validate and refine extractions
- • Open Deep Research service powered by LangChain
Our Principles
AI Engineering Expertise
We're AI engineers with deep structured finance experience. Our engineering-first approach, combined with domain knowledge, enables us to build systems that actually work for analysts.
Built for Humans
AI should augment analyst expertise, not replace it. Every feature is designed to eliminate grunt work while preserving human judgment where it matters.
Your Data, Your Control
We never train on your private deal documents. Deploy on your infrastructure if needed. Complete data sovereignty—no compromises.
Ready to Transform Your Workflow?
Schedule a personalized demo and see how Prospekto eliminates 60+ hours of manual work per week.
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