The Agent That Reads Logic, Not
Just Text.
Unify your deal lifecycle with Diligenz AI™. Audit financial models, cross-reference legal contracts, and validate growth against market intelligence in one secure, air-gapped environment.
Moving Beyond
“Excel as Text”
Traditional AI tools fail to understand the true structure and logic of financial models.
The Gap
Current tools treat spreadsheets like static text, losing the underlying logic of the deal.
The Pain Point
Undetected “hardcoded plugs” in revenue formulas and contradictions between PDF contracts and Excel forecasts.
The Diligenz AI™ Fix
We move beyond simple “table detection” to Agentic Financial Reasoning.
Vector Sheets Framework™
Our proprietary AI framework that transforms how LLMs understand complex spreadsheets — reading logic, not just text.
Structural-Anchor Extraction
Identifies key structural anchors within spreadsheets to maintain layout context while removing redundant data.
Inverted-Index Translation
Creates dictionary-like indexes of non-empty cell contents, significantly reducing token count through intelligent merging.
Data-Format-Aware Aggregation
Groups adjacent cells sharing the same data types or number formats for optimized LLM representation.
Multi-Sheet Cross-Reference
Understands inter-sheet relationships, following formulas and cell references spanning multiple tabs.
Complex Structure Handling
Handles merged cells, pivot tables, and conditional formatting — elements that break competitor solutions.
Large File Token Management
Compression at scale for massive enterprise files (10+ sheets) that would otherwise hit API token limits.
Multi-Format Input
Supports .xls, .xlsx, .csv, PDF, and images via OCR for comprehensive document processing.
State & Security Management
Persistent environment with infrastructure for handling sensitive financial data through sanitization and secure processing.
Model Maestro: The Excel Forensic
Our core technology goes beyond surface-level analysis. The Vector Sheet Framework™ provides deep structural understanding of your financial models.
Structural Logic Engine
Powered by the Vector Sheet Framework™, our engine decodes formulas and pivot tables to understand the model’s skeleton.
Formula Auditing
Automatically flag “hardcoded numbers” hidden inside complex projections.
Multi-Sheet Awareness
Trace logic across 20+ tabs to see exactly how “Headcount” drivers impact “Projections.”
Compression at Scale
Analyze massive enterprise files without hitting token limits or losing “memory” of earlier assumptions.
The “Inter-Asset” Truth Check
Bridging the gap between the “Legal” and “Quant” silos for complete deal intelligence.
The Auditor
Extracts hyper-contextual clauses from the Data Room.
The Brain
Identifies corresponding values in the financial model.
The “Scout”: Syfter Integration
Don’t analyze a target in a vacuum. Use Syfter’s Market Mapping to validate assumptions against real-world industry data.
Validate target assumptions against industry peers and market averages.
If a model assumes 20% growth, Diligenz AI™ pings the market scout to verify alignment.
Specialized Sub-Domains
Purpose-built agents for every aspect of the due Diligenz process.
Model Maestro
Specialized deep-dive into complex financial modeling and formula reconstruction.
Contract Inspector
Focused on tracing legal obligations directly into financial projections.
Deal Scout
Automated market mapping and competitor growth benchmarking.
Security & Deployment
Built for the most demanding enterprise security requirements.
Secure & Air-Gapped
Bank-level security with on-premise or private VPC deployment options.
State Management
Persistent environment allowing deal teams to pause and resume complex reviews without reloading data.
Multi-Model Support
Deploy with different GPTs or Mistral depending on your compliance needs.
Enterprise Deployment
Flexible infrastructure options tailored to your organization's requirements.
Frequently Asked Questions
Everything you need to know about Diligenz AI™ and our platform.
What is Diligenz AI™ and how does it work?
Diligenz AI™ is an advanced M&A due diligence platform that uses our proprietary Vector Sheets Framework™ to read and understand financial models at a logical level, not just as text. It audits spreadsheets, cross-references legal contracts, and validates data against market intelligence — all in one secure environment.
How is Vector Sheets Framework™ different from other AI solutions?
Unlike traditional AI that treats spreadsheets as flat text, VSF™ uses structural-anchor-based extraction, inverted-index translation, and data-format-aware aggregation to maintain the logical context of your financial models. This means it understands formulas, cross-sheet references, and pivot tables — not just cell values.
What security measures does Diligenz AI™ provide?
We offer enterprise-grade security including air-gapped deployment options, SOC 2 Type II compliance, end-to-end encryption, and private cloud infrastructure. Your sensitive deal data never leaves your secure environment, and we support on-premise deployment for maximum control.
What file formats does Diligenz AI™ support?
Diligenz AI™ supports a wide range of formats including .xls, .xlsx, .csv, PDF documents, and images (via OCR). Our platform can process entire workbooks with multiple sheets and complex cross-sheet references.
How long does implementation typically take?
Most enterprises are up and running within 2–4 weeks. This includes environment setup, integration with your existing systems, team training, and initial model configuration. We provide dedicated onboarding support throughout the process.
What is the pricing model for Diligenz AI™?
We offer flexible enterprise pricing based on your team size, deal volume, and deployment preferences (cloud vs. on-premise). Contact our sales team for a customized quote that fits your organization's needs.
Can Diligenz AI™ integrate with our existing tools?
Yes, Diligenz AI™ offers robust API integrations and can connect with popular deal management platforms, virtual data rooms, CRM systems, and document management solutions. Our team works with you to ensure seamless integration.
What kind of support do you provide?
Enterprise customers receive 24/7 priority support, dedicated customer success managers, quarterly business reviews, and access to our expert financial modeling team. We also provide comprehensive documentation and training resources.
See what your current process is missing.
Use our integrated Diligenz Chatbot to ask high-level questions like “What is the primary driver of this quarter’s growth?” — and get an answer based on traced Excel antecedents.