NCUA published a formal AI Compliance Plan and appointed a Chief AI Officer. Any artificial intelligence system influencing loan decisions must produce an auditable rationale. For institutions using a point extraction solution, the audit trail covers document processing only. Post-extraction underwriting workflows fall outside the vendor's audit scope.NCUA published a formal AI Compliance Plan and AI Resource Hub (ncua.gov/ai, September 2025). The agency appointed a Chief AI Officer (Amber Gravius) to oversee AI governance for the 2025-2026 examination cycle. NCUA's guidance aligns with the NIST AI Risk Management Framework, which means credit unions must document artificial intelligence model inputs, outputs, and governance decisions in their lending operations.
AgentFlow's secure private deployment keeps data within your infrastructure. Every AI-powered action is traceable. Users can leverage a human-in-the-loop review to validate flagged decisions. The audit trail spans the full financial document processing pipeline from intake through compliance reporting, which is what examiners are looking for.
AgentFlow vs Ocrolus
Ocrolus extracts your financial documents. AgentFlow processes your loans.
Ocrolus classifies bank statements, pay stubs, tax forms, and 1,800+ document types, then delivers structured data via API. It does not automate underwriting workflows, credit decisioning, or compliance reporting. AgentFlow automates the full lending pipeline: financial document processing, data validation, decisioning, exception routing, and post-decision reporting.
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01
Ocrolus reads your documents. It doesn't process your loans.
400+
customers — ~750,000 credit applications processed per month (per Ocrolus, March 2026)
$127M+
funded since founding in 2014, serving mortgage, SMB, consumer, and auto lending verticals
Ocrolus is a document AI platform and analytics platform (founded 2014, $127M+ funded, 400+ customers). The Ocrolus API processes ~750,000 credit applications per month. It extracts data from bank statements, pay stubs, tax forms, and unstructured documents, analyzes income and cash flows, and detects fraud via Ocrolus Detect. A human-in-the-loop model achieves 99%+ accuracy on processed financial documents.
Users report strong processing speed across diverse document types in mortgage and small business lending across financial services.
What Ocrolus covers
Document extraction & analytics
1,800+ document types. Bank statements, pay stubs, tax forms, unstructured documents. Income and cash flow analytics. Fraud detection via Ocrolus Detect. 99%+ accuracy with human-in-the-loop.
What Ocrolus does not cover
The rest of the pipeline
Credit decisioning. Exception routing. Post-decision compliance. Pipeline orchestration. End-to-end audit trails. These require a full-pipeline solution.
The core question:
Unlike general-purpose tools such as Google Document AI, Ocrolus specializes in financial document processing for lending. But who automates the underwriting workflows after documents are processed?
02
AgentFlow automates the full lending pipeline.
AI-powered lending automation for credit unions, banks, and financial services institutions. Prebuilt Playbooks. Forward-deployed engineers. Production in under 90 days.
With Ocrolus
Document extraction — then you build the rest
Ocrolus delivers structured data as a payload via API. Everything after — validation, decisioning, compliance, exception routing — requires separate tooling or internal build effort.
- Classification
- Extraction
- Analytics
- Validation — you build this
- Decisioning — you build this
- Compliance — you build this
- Reporting — you build this
With AgentFlow
Full pipeline — end to end
Every stage automated. Every AI-powered action carries a confidence score and a traceable decision path. Human review built in for flagged decisions. Adapts to Symitar, Fiserv, and Corelation.
- Document extraction & classification
- Data validation
- Credit decisioning
- Automated exception routing
- Compliance documentation
- Post-decision reporting
- Full audit trail
03
Coverage across the lending pipeline
See where each platform's capabilities begin and end across every stage of lending operations.
Pipeline stage
Ocrolus
AgentFlow
Document classification
Core strength — 1,800+ types
Covered
Data field extraction
Core — 99%+ accuracy
Covered
Income / cash flow analytics
Core — GSE-approved
Basic via the decisioning layer
Fraud detection
Core — Ocrolus Detect
Integrated risk layer
Discrepancy flagging
Inspect (mortgage / Encompass)
Validation workflows
Condition management
April 2026 GA — mortgage / Encompass
Covered across loan types
Credit decisioning
Not covered
Core capability
Exception routing
Not covered
Automated
Post-decision compliance
Not covered
Adverse action + audit docs
Pipeline orchestration
Not covered — API-native
Core capability
Audit trail scope
Document-level
Full pipeline
Deployment
Cloud SaaS, API
VPC / on-prem / cloud
Primary verticals
Mortgage, SMB, consumer, auto
Credit unions, banks, PE
Core integrations
Encompass (primary)
Symitar, Fiserv, Corelation
Ocrolus data from ocrolus.com and press releases, March 2026, vendor-stated. AgentFlow data from multimodal.dev. All figures subject to change.
04
Where document extraction ends, and pipeline automation begins
Financial document processing does not end when you extract data from bank statements. It ends when the loan decision is documented and audit-ready. A document automation vendor delivers actionable data as a payload. If the steps after that — from validation to compliance reporting — rely on manual entry or disconnected software systems, the bottleneck has moved downstream.
A full-pipeline solution reduces those costs while improving accuracy across the business. The costs of building a post-extraction layer internally compound with every new loan type.
$1,700
saved per loan with lending automation
4×
fewer loan defects with high-automation vs low-automation lenders
20–60%
credit analyst productivity gains with AI-powered systems
~30%
faster credit decision-making with AI-powered technology
"There's a lot of easy decisions — there are so many easy decisions that we don't need to have a human look at it."— Andy Mattingly, COO, FORUM Credit Union
05
Ocrolus's expansion: Inspect and Conditioning
Ocrolus has expanded beyond pure extraction. Two recent additions — Inspect and Conditioning — go deeper into the mortgage workflow. Here's what they add, and what they leave unchanged.
Launched 2024
Inspect
Flags discrepancies between borrower documents and Encompass 1003 data. Lenders can double-check financial records against applications before the file reaches underwriting, reducing errors in document processing.
Announced March 2026 — GA April 2026
Conditioning
Condition generation, document matching, and full lifecycle management within Encompass. Turnaround times improve for mortgage conditioning. Ocrolus is now a deeper mortgage workflow platform for Encompass-based lenders.
What this does not change
Both products are mortgage-specific and Encompass-dependent. No credit decisioning, exception routing, or pipeline orchestration for institutions on Symitar, Fiserv, or Corelation. Google Document AI handles broad extraction across industries. Ocrolus specializes in financial services. Neither covers the full lending pipeline that AI-powered orchestration platforms automate.
06
What AgentFlow customers have achieved
Verified production results from financial institutions running AgentFlow today.
Hours → Minutes
Processing time reduced
99%
Accuracy on documents processed
60%
Consumer loans automated
"There's a lot of easy decisions — there are so many easy decisions that we don't need to have a human look at it." — Andy Mattingly, COO, FORUM Credit Union
80%
Reduction in processing costs
200+
Document types processed
"Nobody is doing what we're doing with Multimodal — not even close." — Jim Beech, CEO, Direct Mortgage Corp.
07
Ocrolus, AgentFlow, or both?
Choosing between a document extraction platform and a full-pipeline automation solution depends on where your bottleneck actually sits.
Choose Ocrolus if…
Your gap is extraction accuracy
- Your bottleneck is document extraction accuracy and income analytics for financial documents and financial records
- You are on Encompass and need the Ocrolus API for data extraction from bank statements — Ocrolus Detect covers fraud at 99%+ accuracy
- Your existing systems already handle decisioning, compliance, and exception routing
Choose AgentFlow if…
Your gap spans the full pipeline
- Your bottleneck spans the full pipeline across financial workflows, not just the document layer
- You need secure integration with Symitar, Fiserv, or Corelation, and NCUA-ready audit trails with full security and compliance control
- You want production deployment in under 90 days that can optimize performance and scale with your team
Use both if…
Specialized extraction + full orchestration
- Leverage Ocrolus for specialized data extraction, cash flow analytics, and fraud detection across mortgage and small business lending
- Use AgentFlow as the orchestration solution for decisioning, compliance, scalability, and human-in-the-loop reviews
- Both are API-native and architecturally compatible — the two platforms are fully complementary
What NCUA examiners now expect
SOC 2 Type II
PCI DSS
ISO 27001
Complete Audit Trail
Model-Agnostic
Explainable AI
SSO & RBAC
Private Deployments
Human-in-the-Loop
Frequently asked questions
Ocrolus is an AI-powered document automation and analytics platform. It extracts data from financial documents, analyzes income and cash flows, and detects fraud. The software accurately processes bank statements, pay stubs, tax forms, and unstructured documents using a human-in-the-loop model with 99%+ accuracy on processed documents. 400+ customers, ~750,000 applications per month.
Ocrolus covers document processing, data extraction, and analytics for financial services. AgentFlow is a full-pipeline solution from intake through compliance. For credit unions on Symitar, Fiserv, or Corelation, AgentFlow provides accurate pipeline orchestration. Unlike Google Document AI, both Ocrolus and AgentFlow are purpose-built for lending — they solve different parts of the problem and are architecturally compatible.
No. Ocrolus delivers structured data, income calculations, and fraud risk signals. Lenders feed these into their own decisioning models or underwriting workflows. Credit decisioning, exception routing, and post-decision compliance reporting require a separate platform or internal build effort.
Ocrolus does not publish pricing. Pricing is per-document or per-application via API, varying by volume and document types. Visit ocrolus.com for details.
Typical deployment: under 90 days. The team configures Playbooks for your loan types, integrates with your core banking system, and trains the solution on your document formats. Direct Mortgage Corp. expanded to 200+ document types after initial deployment. A single platform avoids the costs of stitching together separate point solutions.
Compliance and Governance: What NCUA Examiners Now Expect
NCUA published a formal AI Compliance Plan and AI Resource Hub (ncua.gov/ai, September 2025). The agency appointed a Chief AI Officer (Amber Gravius) to oversee AI governance for the 2025-2026 examination cycle. NCUA's guidance aligns with the NIST AI Risk Management Framework, which means credit unions must document artificial intelligence model inputs, outputs, and governance decisions in their lending operations.
Any AI system influencing a lending decision must produce an auditable rationale. When a decision model recommends approval, denial, or pricing, the institution must be able to show an examiner exactly what inputs drove that output and who approved the decision logic. Credit unions without explainable, audit-ready AI face growing examination risk.
Any AI system influencing a lending decision must produce an auditable rationale. When a decision model recommends approval, denial, or pricing, the institution must be able to show an examiner exactly what inputs drove that output and who approved the decision logic. Credit unions without explainable, audit-ready AI face growing examination risk.
SOC 2 Type II
PCI DSS
ISO 27001
Complete Audit Trail
Model-Agnostic
Explainable AI
SSO & RBAC
Private Deployments
Human-in-the-Loop
We Don't Just Read Your Documents. We Process Your Loans.
End-to-end lending pipeline automation with audit-ready compliance.
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