Our Vision
Pointingfish aims to transform mortgage document operations through AI-driven intelligence and automation.
Intelligent Document Processing
Turn loan documents into decisions-not data entry.
Pointingfish reads, classifies, validates, and analyzes the documents that power mortgage operations - from origination and servicing to foreclosure and litigation.
Built for lenders, servicers, and legal teams where accuracy, compliance, and turnaround time directly impact outcomes.
Built for regulated lenders
SOC 2 Type II
Why teams pick Pointingfish
Document intelligence layer that actually understands loan
01
Speed
Process borrower packages, servicing files, appraisal reports, and litigation records in minutes - not days.
02
Accuracy
Multi-pass classification, extraction, and validation models trained on real mortgage documents-from borrower packages and appraisal reports to servicing and foreclosure files.
03
Compliance
Full audit trail and NPI-safe handling. Designed to support investor reviews, regulatory audits, servicing compliance, and litigation readiness.
04
Scalability
Cloud-native, elastic compute. Burst from 100 to 100,000 documents a day with no infrastructure to manage on your side.
Solution bundles
One platform. Four Mortgage workflows Immediate Business Impact.
Each bundle ships with domain-trained models, pre-configured document taxonomies, and integration patterns for the systems your team already runs.
01 / Litigation
Loan Litigation
Organize discovery, reconstruct chains of title, identify missing assignments, and prepare litigation-ready case files.
PleadingsAssignmentsNotes & mortgagesPay histories
Explore Litigation
02 / Origination
Loan Origination
Automatically classify, validate, and extract borrower documents while identifying missing or outdated files before underwriting begins. every doc in a borrower’s package - Form 1040, 1065, paystubs, W-2s, bank statements, IDs -then push structured data straight to your LOS.
Form 1040 / 1065Income docsAsset statementsCredit reports
Explore Origination
03 / Servicing
Loan Servicing
Index borrower correspondence, process loss-mitigation packages, analyze escrow documents, and maintain audit-ready servicing records. parse escrow analyses, route loss-mitigation packages and tag servicing statements. Keep CFPB exam-ready records without the manual queue.
Borrower correspondenceEscrow analysesLoss mit packagesPayoff statements
Explore Servicing
04 / Commercial
Commercial Appraisals
Parse 100-page CRE narratives in minutes. Extract sales comparables, income approach inputs, property characteristics and lease abstracts into a structured, auditable risk record.
Narrative reportsSales compsRent rollsLease abstracts
Explore Commercial Appraisals
How it works
From PDF chaos to structured intelligence-in four connected steps.
01
Ingest
Drop a single PDF or a million. Pointingfish ingests via portal, API, watched folder, or SFTP. PDFs, scans, images—all in scope.
02
Split & classify
Multi-pass models identify document boundaries and types across 300+ mortgage and lending categories. Pages get bookmarked and tagged automatically.
03
Extract & validate
Cross-check related documents, identify inconsistencies, and surface exceptions before they impact operations. Pull structured fields with confidence scores. Cross-validate against business rules and sister documents. Flag exceptions for human review.
04
Deliver
JSON, indexed PDFs, or direct push to your LOS, servicing platform, or doc repository. Your call.
Why Pointingfish
Pointingfish understands mortgage documents, the workflows they belong to, and the operational impact when information is missing, inconsistent, or wrong.
Generic OCR vendors can read text. Pointingfish was designed by product engineers and mortgage operators together-so it understands the document, the workflow, and what happens when the file is wrong.
Talk to our teamDomain-trained, not domain-translated
Models trained on real mortgage corpora—not generic forms.
Multi-pass model, not single-shot OCR
Accuracy compounds with each pass instead of being capped at first read.
NPI-safe by design
Data is transient. Everything encrypted in transit and at rest.
Portal or API-your call
QA portal for operators. REST and webhook APIs for engineering teams.
Learns from your corrections
Every QA edit is a training signal. Models improve on your taxonomy over time.
Coverage
Built for the Entire Mortgage Lifecycle
Origination
Verify borrower documents and accelerate underwriting.
ExploreServicing
Maintain compliant, audit-ready loan records.
ExploreCommercial Appraisals
Extract property and valuation intelligence.
ExploreForeclosure & Litigation
Prepare legally defensible case files and verify chain of title.
ExploreOne intelligence layer powering every stage of the mortgage journey.
Our purpose
Why we’re building Pointingfish.
Our Mission
To provide businesses with a cutting-edge AI/ML platform that automates and streamlines document processing-delivering unparalleled accuracy, efficiency, scalability and security.
Enterprise-ready, not enterprise-promised.
Pointingfish runs on infrastructure built for regulated financial services. Your auditors, your security team, and your investor reviewers will find what they’re looking for.
SOC 2 Type II
Annual independent audit of security, availability, and confidentiality controls.
End-to-end encryption
Documents encrypted in transit and at rest. Tenant-isolated processing keys.
NPI-safe handling
Transient processing. No persistent storage of borrower NPI or document metadata.
Single-tenant option
Dedicated tenancy for institutions with strict data isolation requirements.
Get started
See Pointingfish read your loan files.
Bring a sample loan package or a stack of servicing docs. We’ll show you classified output, extracted fields and exception flags in a 30-minute working session - no slides.