What Is VisionFI?
VisionFI is a component that applies AI intelligence to documents and images (like PDFs, scans, or photos) to interrogate content, validate expectations, and trigger intelligent actions for chartered Financial Institutions.
VisionFI reduces costs, eliminates bottlenecks, and increases institutional resilience — without disrupting existing systems.
Seamless Integration
VisionFI plugs natively into the systems you already use:
Our Technical Advantage
Industry Language Model (ILM) Technology
Industry Language Model (ILM)
Unlike general-purpose LLMs that struggle with financial nuance, our ILM embeds decades of banking expertise:
- Pre-built understanding of financial services documents & images
- Native comprehension of federal & state regulations
- Fluent in Lending, Deposits, TRID, TILA, Reg Z, BSA, and hundreds more
Built for One-Shot Inputs
Our ILM doesn't need traditional pre-training or fine-tuning. Each document type has expected fields, required calculations, and regulatory requirements — we interrogate against these known expectations.
Test Time Compute
- • Real-time adaptation to your specific policies
- • Explainable results based on clear expectations
- • No model drift or retraining requirements
- • Immediate updates when regulations change
Interrogation vs. Reading
We don't just extract text — we interrogate documents like an expert analyst would:
VisionFI Core Functions
Automation that mirrors your best subject matter experts
Ingest
Accepts PDFs, scans, mobile photos, and images. Supports loan packages, new account packages, treasury packages, appraisals, buyer's orders, onboarding forms, compliance reports, vendor invoices, audit files, operational procedures, and more.
Interrogate
One-Shot, Expectation-Driven Intelligence
- • Goes beyond OCR to interrogate layout, structure, and visual cues
- • Identifies not just what's present — but what should be there
- • Highlights omissions based on regulatory and institutional norms
- • Captures relationships (e.g., VIN + mileage + damage photo)
- • Uses one-shot learning — we know what to look for without training
Augment
Enhances document intelligence using external data:
Insight Generation
Action Triggers
Automated workflow integration:
- • Routes results to CRM, eSign, HTML, workflows, or translation layers
- • Initiates alerts, approvals, or escalations
- • Updates dashboards and reporting systems
- • Utilizes Google's Agent to Agent Framework including MCP Support
Token-Based Intelligence Pricing
Transparent, consumption-based pricing aligned with value
How Tokens Work
Cost Comparison
1,000 consumer loans/month:
Commitment Tiers
Token Efficiency by Document Type
| Document Type | Average Token Usage | Processing Time |
|---|---|---|
| Consumer Loans | 15,000-25,000 tokens | <2 minutes |
| Commercial Packages | 50,000-150,000 tokens | <4 minutes |
| CTRs | 5,000-10,000 tokens | <1 minute |
| Insurance Certificates | 3,000-8,000 tokens | <1 minute |
| Tax Returns | 20,000-50,000 tokens | <3 minutes |
Key ILM Models
Transform document workflows across every department
Commercial Lending Document Review
LiveAutomatically review complex commercial loan packages to verify adherence to internal policy, covenant compliance, and term alignment. VisionFI ensures every required element is analyzed with consistency and speed.
- ✓ Credit Memorandum adherence verification
- ✓ Covenant and provision confirmation
- ✓ Attorney-prepared document review
Consumer Loan Quality Review
LiveEnsure every consumer-facing document aligns with federal and state compliance standards. Interrogate language, structure, and calculations to identify risks and violations.
Indirect to Direct Auto Loan Conversion
BetaTransform indirect loan documents into structured, prefilled applications. Capture VINs, pricing, lender info, and terms to reclaim customer relationships and convert transactions into long-term engagement.
Why VisionFI Wins Where Giants Can't
We thrive in the regulatory complexity that tech giants avoid
The Regulatory Maze Is Too Deep
- • 50 states, 50 different lending laws
- • 8,000+ institutions with unique policies
- • State-specific regulations changing quarterly
- • Institution-specific underwriting criteria
Domain Expertise Can't Be Bought
- • Decades of industry experience required
- • Understanding state-by-state nuances
- • Knowing regulatory override hierarchies
- • Living and breathing financial compliance
The ROI Doesn't Scale for Giants
- • $20B market is a rounding error for them
- • Requires massive specialized investment
- • Continuous maintenance across 8,000+ policies
- • Everything for a purpose-built solution
The Liability Is Too High
- • One TRID violation = million-dollar penalties
- • Giants won't risk reputation on compliance
- • Generic AI can't guarantee accuracy
- • We stake our entire business on getting it right
Vision
Making sense of the world's unstructured documents and photos — starting with financial services.
Mission
To unlock the full potential of unstructured data by interrogating content, surfacing insights, and enabling intelligent action.