Ocrolus

Ocrolus

AI-powered document data extraction with human-in-the-loop

Overview

Ocrolus provides a SaaS platform that turns financial documents into structured data to automate back-office tasks. It analyzes documents like bank statements, pay stubs, IDs, tax forms, mortgage forms, and invoices using AI, with human reviewers in a loop to verify and improve accuracy. This hybrid approach enables end-to-end automation for loan underwriting, mortgage automation, SBA PPP processes, invoice processing, and compliance tasks such as KYC and auditing, with high accuracy. Ocrolus differentiates itself by combining machine intelligence with human quality control and extensive training data to deliver scalable, accurate document processing that reduces manual data entry, speeds decision-making, and strengthens fraud detection and regulatory compliance.

About Ocrolus

Simplify's Rating
Why Ocrolus is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & Analytics

Fintech

AI & Machine Learning

Financial Services

Company Size

501-1,000

Company Stage

Late Stage VC

Total Funding

$139.3M

Headquarters

New York City, New York

Founded

2014

Simplify Jobs

Simplify's Take

What believers are saying

  • Ocrolus signed 90 mortgage customers in past year, adding three weekly.
  • Ocrolus revenue grew from $1M Q1 2018 to $20M Q2 2021 via Brex, SoFi.
  • Ocrolus launched Encore cash flow platform and Nadia Aziz mortgage GM in 2026.

What critics are saying

  • Extend AI undercuts Ocrolus pricing, erodes market share in 6-12 months.
  • Envestnet Yodlee replicates Ocrolus AI post-integration, terminates partnership in 12-24 months.
  • BILL AI agents bypass Ocrolus workflows, capture SMB lending in 3-9 months.

What makes Ocrolus unique

  • Ocrolus combines AI with human-in-the-loop for 99% accuracy on 1,700 document types.
  • Ocrolus integrates with Encompass, Fannie Mae Income Calculator for mortgage automation.
  • Ocrolus processes 750,000 credit applications monthly via API for lenders.

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Funding

Total Funding

$139.3M

Above

Industry Average

Funded Over

8 Rounds

Late VC funding comparison data is currently unavailable. We're working to provide this information soon!
Late VC Funding Comparison
Coming Soon

Benefits

Taking care of you - We offer a comprehensive health package, including dental and vision, to support your physical and mental wellbeing.

Ocrolus Appreciation Days - Enjoy Ocrolus Appreciation Days, our company holiday on the last Friday of every month. That’s 12 extra days of PTO per year!

Save for retirement - All employees benefit from a 401(k) plan, offered through Betterment, the investment and savings app.

Unlimited time off - Vacations at Ocrolus are on your terms. There’s no cap on PTO, alongside a flexible schedule and time off on summer Fridays.

Paid parental leave - It’s the big moments in life that matter. Our employees take up to three months of paid maternity or paternity leave.

Meals on us - Get catered lunch in the office all week long. We also provide dinner on most nights of the week.

Develop at work - Be empowered to grow personally and professionally with our annual learning and development stipend.

Take ownership - It’s important that Ocrolus employees feel invested in the company. Equity packages are available to most staff.

Ride to work - Commuting doesn’t have to be a drag. With CitiBike membership, you can make getting to work fun and healthy.

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

0%

2 year growth

-2%
Funder Intel
May 5th, 2026
Small businesses are confident, cash-strapped, and bypassing banks: OnDeck & Ocrolus Q1 2026 Trend Report.

Small businesses are confident, cash-strapped, and bypassing banks: OnDeck & Ocrolus Q1 2026 Trend Report. If you want to know what's actually happening on the ground in small business America right now, the Q1 2026 Small Business Cash Flow Trend Report, published jointly by OnDeck and Ocrolus, is one of the more useful reads on the table. The tenth iteration of this ongoing partnership combines OnDeck's market position as a leader in small business lending with Ocrolus' document AI and cash flow analytics platform, drawing on responses from 651 small business owners and cash flow data from over 3.69 million working capital applications. The result lands on five themes that anyone funding small businesses needs to pay attention to. Here's what the data says, and what it actually means. 1. Confidence is at an all-time high. Despite the macro noise, small business owners are remarkably bullish. 93% expect moderate to significant growth over the next year, and 32% are expecting significant growth, a survey all-time high. Optimism is broad-based, but the leaders are Professional and Technical Services (37% expecting significant growth) and Retail (33%). That confidence isn't unfounded: 68% of small businesses report being on track to meet or exceed their 2026 projections, and 38% plan to increase headcount in the next six months. This is happening even as the NFIB Small Business Optimism Index dipped to 95.8 in March 2026, below the historical 98-point average. Translation: macro indicators are wobbling, but the businesses actually doing the work are still moving forward. 2. Cash Flow has overtaken inflation as public enemy #1. For the first time in this report's history, cash flow is the top concern for small business owners (31%), surpassing inflation (29%). That shift matters. Inflation is something businesses adapt to over time. Cash flow is an immediate operational constraint. And the data backs up what owners are saying: the median revenue-to-expense ratio across all industries dropped to 99.84% in Q1 2026, meaning the average small business is operating at a slight loss on a monthly basis. Margins are tightening. The strategies businesses are using to manage the squeeze tell the story: * 58% are relying on a business line of credit * 51% are delaying paying themselves or their family * 42% are making the minimum payment on credit cards Layer in payroll-to-revenue rising to 17% in Q1 (+5% year-over-year), and you get a clear picture: labor costs are climbing, margins are compressing, and short-term liquidity tools are doing the heavy lifting. 3. Traditional banks are losing the Small Business customer. This one's seismic. Over 76% of small businesses report bypassing traditional banks for capital, another all-time high. In Retail, that number jumps to 82%. Why? The data is unambiguous: * 44% of small businesses that approached a traditional bank first were denied * 47% of those who bypassed banks cite paperwork as a key challenge * 33% point to complex application requirements * 29% point to lengthy approval timelines * 30% had concerns about even qualifying The Federal Reserve's 2025 Small Business Credit Survey reinforces the pattern: 48% of credit applicants in 2025 were either denied or didn't receive the full amount they requested. Ocrolus cash flow data shows non-bank loan inflows reaching $8,824 in median monthly volume in Q1 2026, up 5% year-over-year and 2% quarter-over-quarter. Bank inflows trail at $6,929 and remain more variable. The takeaway: the customer migration from traditional banks to non-bank lenders is no longer a trend. It's the new baseline. 4. The strategic priorities are clear. When asked what's shaping their 2026 strategy, small business owners ranked: * Access to credit (46%) * Consumer spending trends (42%) * Interest rates (35%) External macro factors like trade policy ranked far lower at 14%. What this tells Funder Intel LLC.: small businesses aren't building strategy around political headlines. They're building it around whether they can fund growth and whether their customers are still spending. That's a useful signal for funders; it confirms that the products that win in 2026 are the ones that solve for capital access first and operational flexibility second. CAPITAL AFTER HOURS May 14, 2026, 6:30 - 8:30 PM The Federal 5. AI is officially mainstream for Small Business. 58% of small businesses now report using AI (up from 56% in Q4 2025), and 89% of users say it's having a positive impact on their business. Where AI is working: * Marketing (64% of AI users) * Business research (43%) * Productivity gains (37% report improvements) * Reduced rework (37% report improvements) A growing 54% majority are using AI to search for information, with ChatGPT (90%) dominating, followed by Google Gemini (33%) and Microsoft Copilot (21%). For lenders, the implication is straightforward: small business owners are increasingly comfortable with AI-driven tools. The friction around digital underwriting, AI-powered onboarding, and automated decisioning is dropping fast. What the OnDeck & Ocrolus Q1 2026 Trend Report means for funders and lenders. Three takeaways worth marking down: Demand is real, and it's here. Confidence is at record highs, growth is being planned and funded, and headcount is expanding. The market is active. Banks are still creating the gap, and that gap keeps widening. Three out of four small businesses are skipping banks entirely. That's where alternative finance, RBF, MCAs, factors, and specialty lenders are picking up share, and the data suggests this isn't reverting. Cash flow is the central battlefield. The product that solves a small business owner's daily liquidity problem, fast, flexible, and without paperwork, wins their loyalty. That's where attention belongs. The trend report is one of the cleanest snapshots of small business reality available right now, and it points to a customer base that knows what it needs and increasingly knows where to get it.

PR Newswire
Mar 17th, 2026
Ocrolus launches AI-powered automated conditioning for mortgage lenders with unified workspace

Ocrolus, an AI workflow and analytics platform for lenders, has launched automated conditioning capabilities for mortgage lenders, launching on 1 April. The AI-powered system automatically generates, tracks and resolves underwriting conditions within a unified workspace that syncs with Encompass. The platform analyses borrower asset, income and credit data alongside automated underwriting system findings to generate selling-guide-aligned conditions, eliminating manual document matching and condition writing. Documents are automatically matched to appropriate conditions as they arrive, reducing cycle times and compliance risk. Ocrolus has signed nearly 90 mortgage lender customers in the past year, adding approximately three new clients weekly. The company currently processes roughly 750,000 credit applications monthly and serves over 400 customers. The new capabilities will be showcased at ICE Experience 2026 in Las Vegas.

Ocrolus
Mar 6th, 2026
Product Pulse recap: Automating rental income validation with the Fannie Mae income calculator

Product Pulse recap: automating rental income validation with the Fannie Mae income calculator. 6 Mar 2026 TL;DR: Rental and self-employed income are among the most complex areas of mortgage underwriting. Ocrolus integrates directly with Fannie Mae's Income Calculator to deliver automated, GSE-eligible income assessments that qualify for rep and warrant relief - all within your existing workflow. In this month's Product Pulse, Ocrolus Inc. walked through one of the most requested topics in mortgage underwriting from its customers: how Ocrolus automates rental and self-employed income validation through a direct integration with Fannie Mae's Income Calculator. If you missed the live session, here is a recap of what Ocrolus Inc. covered. Income calculation is one of the most time-consuming and error-prone elements of mortgage underwriting, particularly for self-employed and rental income. Manual processes lead to delayed loan closings, compliance risks, miscalculations and increased buyback exposure. For lenders managing high volumes of complex files, the cost of that inconsistency adds up fast. Ocrolus eliminates that inconsistency. By integrating directly with Fannie Mae's Income Calculator, Ocrolus delivers automated income assessments eligible for rep and warrant relief, without requiring underwriters to leave their existing workflow. Watch the replay below: How it works. The Ocrolus and Fannie Mae integration is designed to fit inside the underwriting process, not around it. Here is how a file moves through the workflow: Borrower income documents are submitted via Ocrolus, where they are digitized and structured automatically. That data is then sent directly to Fannie Mae's Income Calculator for processing. Results return to the Ocrolus Dashboard, clearly labeled and ready for review. From there, validated income values and case file IDs sync automatically to Encompass, along with any relevant alerts. Underwriters stay in their primary system throughout. There is no re-keying, no tool switching and no manual tracking of case identifiers outside the core workflow. Why this matters for rental income. Schedule E income analysis has always required careful judgment: tax return review, add-back calculations and property-level expense analysis. When that work happens manually, across different team members and branches, the results vary. A missed adjustment or undocumented override may not surface until quality control or post-close review, and by then, the file is much harder to defend. The Ocrolus integration addresses this directly. Income amounts are calculated by Fannie Mae, not derived from manual math. Required data elements like employment start date, subject property designation and key rental expense inputs are enforced before submission, blocking incomplete files from moving forward. When documents change, re-runs are supported without disrupting the rest of the file. The result is a structured, auditable baseline for every calculation; one that holds up under post-close scrutiny. Key benefits. * Improved accuracy. Ocrolus reduces the need for manual document review and income calculation. With over 99% document analysis accuracy across all formats and quality levels, the data going into Fannie Mae's Income Calculator is clean from the start. * Increased confidence. Income amounts are calculated by Fannie Mae, not estimated by an underwriter working from a spreadsheet. Rep and warrant relief minimizes risk exposure and gives operations teams a defensible record for every file. * Enhanced efficiency. Automated calculations run within existing workflows. Seamless integration with Encompass means underwriters import results directly rather than re-entering values, and case file IDs sync automatically for audit tracking. * GSE compliance built in. The integration aligns with GSE-compliant guidelines and minimizes friction and regulatory risk by enforcing required inputs before any calculation is submitted. A smarter workflow for complex income. Ocrolus is an AI-driven workflow platform that helps mortgage professionals, from loan officers to underwriters, make faster, smarter, and more confident decisions. Its technology automates the time-consuming document and data tasks that slow down origination, while keeping humans firmly in control of credit decisions. Ocrolus Inc. use AI to extract and validate data from over 1,700 document types, then apply that intelligence to streamline workflows, like income (and conditioning) analysis, so lenders can focus on higher-value work. Ocrolus is purpose-built for the complexity of mortgage underwriting. The Fannie Mae Income Calculator integration is a direct extension of that capability - bringing GSE-eligible calculation inside the workflow so lenders can move faster, reduce repurchase risk and build files that are easier to defend from the start. Key takeaways. * Manual income calculation creates downstream risk. Delayed closings, miscalculations and buyback exposure all trace back to inconsistent manual processes. * Ocrolus integrates directly with Fannie Mae's Income Calculator. Income assessments are calculated by Fannie Mae and qualify for rep and warrant relief. * The workflow stays intact. Documents go in via Ocrolus, results come back to the dashboard and validated values sync automatically to Encompass. * Guardrails prevent incomplete submissions. Required fields are enforced before calculation, reducing downstream corrections and strengthening audit readiness. * Over 99% document analysis accuracy. Clean inputs mean reliable outputs - and more defensible files at every stage of review. Ready to streamline your mortgage income calculations? Schedule a demo to see how Ocrolus automates rental income validation inside your existing workflow.

Finovate
Oct 27th, 2025
Fintech Rundown: A Rapid Review of Weekly News

Fintech rundown: A rapid review of weekly news. The final week of October is always a little extra spooky, as it signals that the start of the holiday season is just days away. The week also generally brings an onslaught of company announcements, as organizations rush to publish their latest news before audiences become distracted by the holidays. Here is some of the biggest news from this week so far. We'll continue adding news to this post throughout the week, so stay tuned! Mastercard and Citi bring Citi Flex Pay Installments to more retailers at checkout. Worldpay unveils AI-powered 3D Secure optimization service to increase payment approvals. PayQuicker announces Flex, a business-ready stablecoin alternative for global payouts. Bold.org partners with Wildfire to launch first debit card rewards program for purchases on AI platforms. PayNearMe enhances PayXM with the rollout of AI-powered Intelligent Virtual Agent (IVA). MassPay processes tens of thousands of monthly identity verifications through Veriff integration. Southwest Airlines taps SoFi's Galileo to offer a new way for customers to earn rapid rewards points on everyday purchases. Venmo and Bilt unveil partnership reinventing rent and mortgage payments nationwide. dLocal launches BNPL Fuse, a Buy Now, Pay Later aggregator for emerging markets. Ocrolus launches Encore: A cash flow data sharing platform for small business funding. Clearwater Analytics and J.P. Morgan Asset Management launch automated cash management solution for hedge funds. Fraud, security, and compliance. Trulioo reports 1,996% growth in US Know Your Business (KYB) transaction volume since 2023. ThetaRay and Kaufman Rossin announce AI AML model validation. iDenfy revamps its RegTech software and launches a new AML Screening solution. Socure expands RiskOS platform with AI suite of agents and assistants designed to automate and accelerate identity, risk, and compliance decisions. Daon launches mobile driver's license support, powered by MATTR's verifiable credential infrastructure. Trulioo unveils next-generation identity capabilities to power a complete digital trust life cycle. Core banking. Belize Bank Group taps Finastra's Essence to reimagine its core. Small business banking. BILL launches new AI agents to power touchless transactions. Digits launches Connect API for open, programmable accounting and faster, integrations. Incode launches Agentic Identity to verify and secure AI agents.

Steve Bargdill
Jun 27th, 2025
Tech Pulse: Fannie, Freddie move on fintech, crypto, fraud prevention by Jonathan Delozier for HousingWire

Ocrolus has named Nadia Aziz as general manager of its new mortgage unit, underscoring the company's rapid growth in the sector.

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