Ocrolus
Ocrolus is an AI-powered document automation and analytics platform serving lenders. It converts bank statements, pay stubs and tax forms into cash flow analytics, verified income, fraud detection and mortgage underwriting conditions via API, dashboard and Encompass LOS integration.
- Company typePrivate
- Founded2014
- HeadquartersNew York, United States
- Headcount501–1,000
- GTM typeB2B
- OfferingSoftware
What Ocrolus does
Ocrolus is a New York-headquartered AI workflow and analytics platform for lenders, founded in 2014. It applies a layered AI stack comprising proprietary Universal Calibration model orchestration across OpenAI, Gemini, Anthropic and Qwen, domain-specific fine-tuned language models, agentic maker-checker verification, and human-in-the-loop Data Professionals in SOC-compliant clean-room facilities to extract and validate data from bank statements, pay stubs and tax forms. The platform delivers document classification, cash flow analysis, income calculations, fraud detection (Detect), and mortgage condition management (Inspect), exposing these capabilities via API, dashboard and direct integrations with Loan Origination Systems including Encompass by ICE Mortgage Technology.
The company's go-to-market combines direct enterprise sales targeting banks, credit unions, online lenders and mortgage bankers, a self-serve signup at app.ocrolus.com, a developer program at docs.ocrolus.com, and channel partnerships with payroll-data providers (Argyle, Nova Credit) and SMB lending marketplaces (Lendio). Customers span small business funders (Enova/OnDeck, Fora Financial, Kapitus, Bluevine, Rapid Finance, Payro Finance), mortgage lenders (Better, HomeTrust Bank, Compeer Financial, CrossCountry Mortgage, NewRez, Veterans United Home Loans), credit unions (Eagle Community Credit Union), and enterprise names including PayPal, SoFi, Brex, Zillow, Square, and Jackson Hewitt. Recent product launches include the Encore SMB cash flow data sharing network (October 2025) and automated conditioning for mortgage (GA April 2026).
Revenue is generated through quote-based enterprise subscriptions with outcome-based unit economics, complemented by usage-based document processing fees. Contract tiers implied by the referral program range from $20K+ to $250K+, with multi-year agreements aligned to lender volume. Ancillary revenue comes from Encore transaction economics and a free AI-Empowered Mortgage Pro Certification course that functions as demand generation. The company reports SOC-compliant operations, GSE-approved income analysis eligible for Fannie Mae reps and warranties relief, and accuracy insurance from Lloyd's of London, supporting institutional-grade adoption in regulated mortgage and SMB lending workflows.
Ocrolus firmographics
Firmographics- Name
- Ocrolus
- Legal name
- Ocrolus
- Website
- https://ocrolus.com
- Company type
- Private
- Founded year
- 2014
- Operating status
- Operating
- Headcount range
- 501–1,000 employees
- Short description
- Ocrolus is an AI-powered document automation and analytics platform serving lenders. It converts bank statements, pay stubs and tax forms into cash flow analytics, verified income, fraud detection and mortgage underwriting conditions via API, dashboard and Encompass LOS integration.
- Ownership category
- akta.pro rank
Ocrolus industry classification
Industry- Product category
- AI Document Automation for Lending
- NAICS
- Activities Related to Credit Intermediation (5223), Sales Financing (52222), Mortgage and Nonmortgage Loan Brokers (52231)
- SIC
- Services-Prepackaged Software (7372), Mortgage Bankers & Loan Correspondents (6162), Short-Term Business Credit Institutions (6153)
- akta.pro primary industry
- Underwriting Automation & Income/Employment Verification (FSAGAHAD)
- akta.pro secondary industries
- Credit & Underwriting Data Services (alt data feeds, affordability, bureau augmentation) (FSAGACAH), Income & Employment Verification (VOI/VOE, payroll-linked data) (FSAGACAE), Vertical-Specific POS Financing (e.g., Healthcare, Auto, Home Improvement) (FSAGAIAK), Embedded Tax, Accounting & Invoicing Finance (FSAGALAJ)
Keywords
Where Ocrolus is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Ocrolus business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Platform Subscription / SaaS Contracts: Recurring platform licensing delivered via API and dashboard, with outcome-based unit economics aligned to lender volume. Customer referral program indicates contract tiers begin at $20K+ and scale to $250K+, suggesting multi-year SaaS agreements sized to enterprise usage.
- Usage / Unit-Priced Document Processing: Consumption-based revenue driven by document volume and analyses; the platform processes roughly 750,000 credit applications per month, and pricing is described as outcome-based unit economics ("Reduce and simplify costs with outcome-based unit economics").
- Encore Network / Data Sharing Monetization: Encore enables funders to monetize every creditworthy deal by sharing cash flow profiles with trusted counterparties, generating referral and syndication economics on top of core platform revenue.
- Professional Services & Training (AI Mortgage Certification): Monetized enablement through the free AI-Empowered Mortgage Pro Certification course and adjacent content/training assets; primarily demand-generation support for the core subscription.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Quote-based enterprise platform subscription, accessible via API or dashboard, with outcome-based unit pricing per processed application. |
| Other | Multi-year contract | Contract tiers observed through referral program: $20K+, $100K+, and $250K+ agreements. |
| Freemium | Pay-as-you-go | Free signup for self-serve evaluation; freemium-style entry to the platform. |
Go-to-market motion5 records
Distribution channels6 records
Marketing channels13 records
Ocrolus product offering
Product offeringCore offering
Ocrolus provides an AI-powered document automation and analytics platform that converts financial documents (bank statements, pay stubs, tax forms) into structured data and decision-ready cash flow and income analytics for lenders. The platform is delivered via API and dashboard and is embedded directly into customer workflows through integrations with Loan Origination Systems such as Encompass, supporting small business funding, mortgage, auto finance, consumer lending, legal, Medicaid, tax and tenant screening use cases. Two named vertical solutions (SMB Funding and Mortgage) sit on top of the core platform alongside modules for cash flow analysis, income calculations, fraud detection, automated conditioning, and the Encore cash flow data sharing network.
Product overview
Ocrolus offers a unified AI workflow and analytics platform for lenders built on a platform-plus-modules architecture. The core Ocrolus Platform serves as an AI engine for document and decision intelligence, orchestrating specialized language models fine-tuned on Ocrolus training data together with foundation models from OpenAI, Gemini, Anthropic and Qwen. On top of this core engine sit two vertical solutions: the SMB Funding Solution (which wraps the Cash Flow Analysis, Encore, Classify, Analyze, Detect and Instant capabilities) and the Mortgage Solution (which wraps Income Calculations and Inspect for automated conditioning). Cross-cutting modules include Classify for document classification, Analyze for income calculations, and Detect for fraud detection. The platform is accessible via API and Dashboard and is delivered through integrations with Loan Origination Systems such as Encompass by ICE Mortgage Technology, allowing lenders to embed AI-driven automation across small business funding, mortgage underwriting, auto finance, consumer lending, legal, Medicaid, tax and tenant screening workflows.
Differentiator
Problem solved
Functional benefit
Brands
- Encore: A cash flow data sharing platform for small business funding that standardizes metrics and facilitates faster funding decisions among funders and borrowers.
- Detect
- Inspect
- Instant
Products and services
- Ocrolus Platform Core AI engine for document and decision intelligence that analyzes financial documents with 99+% accuracy. Orchestrates best-in-class foundation models (OpenAI, Gemini, Anthropic, Qwen) with domain-specific intelligence and specialized language models fine-tuned on Ocrolus training data, and serves as the foundation for vertical solutions across auto finance, consumer lending, legal, Medicaid, tax and tenant screening. Accessible via API and Dashboard.
- SMB Funding Solution Vertical AI solution for small business funders providing instant access to trusted cash flow analytics for high-quality funding decisions. Wraps Cash Flow Analysis, Encore, Classify, Analyze, Detect and Instant capabilities covering ISO application processing, fraud detection, industry classification and account monitoring.
- Mortgage Solution AI workflow automation for mortgage lenders, modernizing the mortgage experience by equipping loan production teams with AI to enhance customer experiences, boost productivity and scale. Indexes 2,000+ document types and includes asset analysis, conditions management, income calculations, and credit/collateral/AUS review.
- Cash Flow Analysis Gold standard cash flow analytics that turns bank statements and digital transaction data into clean, decision-ready insights, including precise transaction tags, cash flow features, industry-leading revenue and debt capacity calculations, merchant intelligence and performance benchmarking, augmented by the largest dataset of SMB cash flow profiles in the market.
- Encore First-of-its-kind trusted cash flow data sharing platform for small business funding. Helps SMB funders share deal flow with instant, secure data permissioning, access referral and syndication partners on demand, and scale funding volume, standardizing metrics and facilitating faster funding decisions between brokers and funders.
- Income Calculations Transforms bank statements, pay stubs and tax forms into decision-ready income data across W-2, 1099, gig, self-employed, rental and other income types. Provides GSE-approved income analysis eligible for Fannie Mae reps and warranties relief, with data capture accuracy insured by Lloyd's of London and direct integration with Encompass LOS.
- Inspect (Automated Conditioning) Automated condition creation and management for mortgage lenders that identifies and resolves discrepancies between borrower-provided documents and Encompass 1003 application data, streamlining communications, eliminating data review errors, removing bias with systematic conditioning and accelerating mortgage operations.
- Classify Document classification module that automatically categorizes and indexes financial documents at intake, removing the manual sorting bottleneck and preparing files consistently for downstream income analysis and underwriting.
- Analyze Income analysis module that calculates verified income figures across borrower types using extracted transaction data, providing consistent, audit-ready income calculations referenced to GSE guidelines.
- Detect Fraud detection module providing AI-powered forensic analysis to flag suspicious activity across documents, data and borrower behavior, including the Detect Authenticity Score, tampering detection for altered or manipulated files, data-level fraud signals, and human-in-the-loop escalation for high-risk submissions.
- Instant Instant analysis capability delivering rapid, cost-effective data extraction and processing to enable faster offer delivery to customers, used by SMB funders such as Rapid Finance.
Quantifiable outcome
- 65%+ reduction in total underwriting time for non-QM mortgage files (Eagle Community Credit Union)
- +11 more outcomes
Companies that use Ocrolus
Customer profileNamed customers30 records
Segments6 records
Ideal customer profiles5 records
Ocrolus technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration2 records
AI capability11 records
Feature9 records
Ocrolus partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core, supporting and flagship.
- OpenAIcoreFoundation model integrated via Ocrolus' Universal Calibration orchestration layer; one of the AI providers selected based on the document analysis task.
- AnthropiccoreFoundation model integrated via Ocrolus' Universal Calibration orchestration layer for AI-powered document analysis.
- Google (Gemini)coreGoogle's Gemini foundation model is integrated via Ocrolus' Universal Calibration orchestration layer alongside other foundation models.
- Qwen (Alibaba)coreQwen open-source models are fine-tuned with Ocrolus training data and orchestrated within the platform for high-volume financial document tasks.
- Hugging FacesupportingOpen-source model hub referenced as part of Ocrolus' model infrastructure and fine-tuning ecosystem.
- Amazon Web Services (AWS)coreCloud infrastructure partner referenced on the Ocrolus platform page as part of its "world's most advanced AI infrastructure."
- ArgyleflagshipStrategic income-verification partnership combining Argyle's real-time payroll-data connections with Ocrolus' AI document automation; together lifted applicant verification coverage from 60% to nearly 80% and produced a unified income verification offering embedded in Argyle's product suite.
- ICE Mortgage Technology (Encompass)flagshipDirect LOS integration enabling Ocrolus to surface income calculations, condition management and document indexing inside Encompass, the mortgage industry's leading Loan Origination System.
- Fannie MaeflagshipGSE partner whose reps and warranties relief framework applies to Ocrolus income outputs; Ocrolus income outputs are eligible for Fannie Mae reps and warranties relief.
- Lloyd's of LondonflagshipInsurer providing accuracy insurance for Ocrolus' data capture outputs on financial documents.
- OnDeck (Enova)flagshipCo-publishing partner on the recurring Small Business Cash Flow Trend Report; combines Enova/OnDeck's SMB application data with Ocrolus' analytics to deliver quarterly market insights.
- LendiocoreEmbedded channel partner and co-development partner; Lendio has integrated Ocrolus cash flow analytics across its 75+ lender partners marketplace, enabling structured, analytics-driven underwriting at scale.
- Nova CreditcoreCombines Ocrolus-powered automated document processing with Nova Credit's real-time bank, payroll and other data sources to deliver a fully integrated income verification solution for financial services and tenant screening.
Scale indicators12 records
Recent moves6 records
Expansion highlights7 records
Ocrolus competitors and assessment
Company assessmentMarket position
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Ocrolus social profiles
Digital presenceOcrolus compliance and trust
Trust signalCompliance2 records
Ocrolus financial estimates
Financial estimateRevenue estimate
Valuation estimate
Ocrolus leadership team
Management profileNumber of profiles
Profiles11 records
Ocrolus funding detail
Funding detailFunding overview
Funding rounds6 records
Investors25 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Ocrolus M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Ocrolus
What does Ocrolus do?
Ocrolus provides an AI-powered document automation and analytics platform that converts financial documents (bank statements, pay stubs, tax forms) into structured data and decision-ready cash flow and income analytics for lenders. The platform is delivered via API and dashboard and is embedded directly into customer workflows through integrations with Loan Origination Systems such as Encompass, supporting small business funding, mortgage, auto finance, consumer lending, legal, Medicaid, tax and tenant screening use cases. Two named vertical solutions (SMB Funding and Mortgage) sit on top of the core platform alongside modules for cash flow analysis, income calculations, fraud detection, automated conditioning, and the Encore cash flow data sharing network.
Is Ocrolus a public or private company?
Ocrolus is a private company. It is classified as venture growth investor backed and is currently operating.
When was Ocrolus founded?
Ocrolus was founded in 2014. It employs 501 to 1,000 people.
Where is Ocrolus based?
Ocrolus is headquartered in New York, United States, in the North America region.
How does Ocrolus make money?
Four revenue lines are on record. Platform Subscription / SaaS Contracts are the primary driver. The others are usage / Unit-Priced Document Processing, encore Network / Data Sharing Monetization and professional Services & Training (AI Mortgage Certification).
Does Ocrolus have an API?
Yes. Ocrolus offers a public-facing REST API for integrating its AI-driven document automation and analytics platform into lender workflows. The platform is accessible via API and Dashboard and is delivered directly into existing customer workflows with integrations into Loan Origination Systems. Developers can build automation around document classification, cash flow analysis, income calculation, fraud detection, and condition management. API documentation is published at docs.ocrolus.com. Developer documentation is at docs.ocrolus.com/docs/guide.
What industry is Ocrolus in?
Ocrolus's product category is AI Document Automation for Lending. Its primary akta.pro industry code is FSAGAHAD, Underwriting Automation & Income/Employment Verification, with a secondary code of FSAGACAH, Credit & Underwriting Data Services (alt data feeds, affordability, bureau augmentation). Its NAICS code is 5223 and its SIC code is 7372.