# Train the model with just 20 document samples Extract data as needed - train the model with just 20 document types. Model gets trained and adapts to each click, hover, drag, and stroke to bring about 90%+ accuracy. Preferred by Leaders from - Finance - Insurance - Real estate - Healthcare - Logistics Dive into Huddle’s story of streamlining household expense management business by automating data extraction of water bills with OCR and AI capabilities. .webp) [Read More](/content/customers/case-studies/huddle-utilities-water-bill-automation/index.html) Explore how this payroll software (now acquired by HiBob) uses Document AI to automate payroll processing and evade tax filing penalties for UK-based businesses. [Read More](/content/customers/case-studies/pento-hibob-p11-payroll/index.html) Learn how this risk management platform settles insurance claims 2x faster by going beyond legacy OCR and an outsourced data entry team with automated ACORD form capture. [Read More](/content/customers/case-studies/vetikal-risk-management-platform/index.html) Discover how this debt management firm resolves bad debts for their clients 2x faster and saves over 3200 hours by automatically processing settlement letters. [Read More](/content/customers/case-studies/clear-one-advantage-debt-relief/index.html) Explore how this Indian subsidiary of Hitachi processes over 36k+ bank statements across 50+ varying layouts while saving 6k hours for the accounting team. .svg) [Read More](/content/customers/case-studies/hitachi-payments/index.html) Discover how this Source-to-Pay automation company streamlines invoice document processing to manage SLAs for a portfolio of 100+ customers with 98% accuracy. [Read More](/content/customers/case-studies/valtatech/index.html) Explore how this multinational fintech company processes over 100k loan applications monthly for income and identity verification to serve millions of customers across 20 countries. %201%20(1).svg) [Read More](/content/customers/case-studies/payu/index.html) Read this multi-family real estate corporation’s journey of saving over 97.5% of their operations teams’ time, processing over 2k utility bills monthly for a portfolio of 14k units. [Read More](/content/customers/case-studies/westland/index.html) Discover how this New York-based real estate investment firm processes over 6000 insurance applications monthly for single and multi-family rentals 96% faster. .svg) [Read More](/content/customers/case-studies/arbor/index.html) Discover how one of America’s largest debt settlement firms enabled their clients to manage overwhelming debt in record time with Document AI. %201%20(1).svg) [Read More](/content/customers/case-studies/national-debt-relief/index.html) Explore how a family-owned 3PL automates data extraction from bills of lading and trucking invoices while saving the accounting team over 2500 hours monthly. %201%20(1).svg) [Read More](/content/customers/case-studies/biagi-bros/index.html) Discover how this New York-based carbon management company automates 97% of its utility bill data capture workflow so clients can reach their ESG goals twice as fast. .svg) [Read More](/content/customers/case-studies/carbon-direct/index.html) Learn how Document AI helps this virtual power plant operator save 98% of the man-hours spent manually capturing data from over 250 utility bills. .svg) [Read More](/content/customers/case-studies/voltus/index.html) Discover a family-owned trucking business’ story to fast-track payments for truck drivers with 94% touchless processing. [Read More](/content/customers/case-studies/ns-trucking/index.html) Learn how processing bank statements and pay slips 90% faster helped this Irish income verification and lending company support SMBs to scale and thrive. .svg) [Read More](/content/customers/case-studies/grid-finance/index.html) ## Process all documents with just one software - Invoices - Bank Statements - Bank checks - Bill of Lading - Utility Bills - Tax Returns - ACCORD Forms - Any Document Can't find your document? Have a talk with our experts about your specific document use case ## A quick 3-step guide to train your custom model Build custom document parsing models with our 24x7 expert guidance. No data science skills required. ### Access models & training module - Select "Models & Training" from the left-side navigation panel. - To initiate model training, Click on "New Model". This will open up a popup for the model training process. ### Launch model training - Select the Document type for training. - Choose the Model type (Key-Value, Table, or COA classification) - Choose the Training Dataset: "All Approved Files" to use all previously approved documents for the selected type or "New Approved Files" to focus on recent data. ### Start model training & monitor progress - Configure model parameters and select the dataset. - Click the "Train" button to start the model training process. - After successful training, find the trained model listed on the Models & Training page. ## Why brands like Arbor prefer Docsumo ### Skip the manual sorting Give us your documents and let our AI do the data extraction with 30+ pre-trained document models. Docsumo automatically classifies and sorts documents based on its own data sets. ### Classify as per your document type Build your own custom classification model with our expert support, by training it on your document samples. ### Get document processing automated Connect your document storage system with Docsumo and let our workflow intake, classify, and sort document as per your criteria.