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Pankaj Tripathi

Pankaj Tripathi

Content Marketing Manager, Docsumo

Helping enterprises capture data for analytics and decisioning

66 posts by Pankaj

Accounts payable statistics: 57 sourced figures on cost, errors, AI and payments

For writers, analysts and AP leaders who need a number they can cite. Every figure links to the organization that published it, and a table flags the stale ones still going around.Sep 26, 2026·10 min read

Driver qualification file: required documents, retention and checklist

For safety and compliance teams at motor carriers: what FMCSA requires in each driver's file, when records come due and when they can come out, and how to check files without paging through them by hand.Sep 25, 2026·7 min read

What is workflow automation? Definition, how it works and how it differs from RPA and BPA

For anyone new to the term: what workflow automation means, the four parts every automated workflow has, what it looks like in six teams, and how it differs from RPA and BPA.Dec 4, 2023·5 min read

How to streamline document workflows and processing: an 8-step playbook

For operations teams drowning in invoices, forms, statements and applications: how to find where document work slows down, what to fix first, and how to choose and roll out a solution.Dec 1, 2023·3 min read

Workflow automation: how it improves business operations

For operations leaders deciding where to automate first: how workflow automation works, how it changes day-to-day work, which processes to start with, how to choose a tool and how to roll it out.Nov 28, 2023·7 min read

Harnessing Natural Language Processing (NLP) for Information Extraction

Learn how natural language processing turns unstructured text into structured data, the main techniques involved, and where it helps and falls short.Sep 18, 2023·7 min read

OCR vs MICR: the differences, and where each fits in check processing

For banking, treasury and payments operations teams: how OCR and MICR differ, why checks still carry a MICR line, and how the two work together when checks are scanned, deposited remotely or processed as images.Sep 18, 2023·6 min read

OCR limitations: 6 disadvantages of OCR and how to fix each one

For teams whose OCR output still needs fixing by hand: where optical character recognition breaks, what the errors look like on a degraded scan, and what closes each gap.Sep 11, 2023·4 min read

The history of OCR technology: from reading machines to document AI

For anyone curious how machines learned to read: the key milestones in OCR history, with dates checked against primary sources, and what each era means for document automation today.Sep 11, 2023·3 min read

Text recognition algorithms: 10 methods behind modern OCR

For engineers and technical buyers: how modern OCR splits into text detection, recognition and decoding, the 10 algorithms that matter most, the open-source engines that use them, and what it all means for document extraction.Sep 11, 2023·5 min read

Bank statements & lending

Bank statement extraction: how it works, what to check and how to automate it

For lenders, underwriters, accountants and operations teams who still key bank statements by hand: how extraction works, which fields and checks matter, and how to roll it out.Jul 14, 2023·6 min read

Document compliance automation: how AI checks regulatory files

For compliance, risk and operations teams in lending, banking, insurance and transportation: what document AI can check in a regulated file, what stays with people, and how to roll it out without adding risk.Jun 13, 2023·5 min read

Accounts payable outsourcing vs shared services vs automation: pros, cons and how to choose

For controllers and AP managers deciding who should process invoices: an outside provider, a shared services center or your own team with software. What each option costs in money and control, and how to decide.May 12, 2023·5 min read

Accounts payable benchmarks: averages, Best-in-Class figures and 6 metrics to track

For AP managers and controllers: how your cost per invoice, cycle time and exception rate compare with Ardent Partners' benchmarks, the formulas for six AP metrics, and what moves each one.Apr 28, 2023·4 min read

Key drivers to enable digital transformation

Seven forces push companies to transform digitally, from customer expectations to workflow efficiency. Here is what each one means and what to keep in mind.Mar 30, 2023·4 min read

Intelligent text processing: what it is, how it works and where it helps

For operations and technology teams handling text-heavy documents and messages: what intelligent text processing is, the techniques behind it, a short working example, and the business uses that pay off.Mar 24, 2023·4 min read

Accounts receivable automation: a step-by-step guide

For finance and AR leaders: what to automate across the order-to-cash cycle, where documents slow it down, the questions to answer before you buy, and how to measure results.Mar 22, 2023·4 min read

RPA vs AI for document data extraction: what each does and how they work together

For operations and automation teams deciding how to get data off documents and into their systems: what each technology does, the setup that fits each kind of document, and the checks that stop a bot from keying a misread value.Mar 14, 2023·5 min read

The future of AI-powered document processing: 7 shifts to plan for

For operations and technology leaders planning document automation: the shifts reshaping AI-powered document processing, what's real today versus still emerging, and how to prepare.Mar 6, 2023·4 min read

Statement of account: what it shows, an example, and how to reconcile it

For accounts payable and finance teams: what a statement of account shows, how it differs from an invoice or a bank statement, and how to reconcile vendor statements against your ledger.Nov 29, 2022·3 min read

Accounts payable vs accounts receivable: the differences, with examples

For finance managers, founders and anyone learning the books: how AP and AR differ, how each is recorded, the metrics that track them, and how they work together in cash flow.Nov 29, 2022·3 min read

ACORD 125 processing: the commercial insurance application, field by field

For carriers, MGAs, wholesalers and agencies that receive commercial submissions: what's on an ACORD 125, which fields drive clearance and underwriting, and how to process it without rekeying.Nov 29, 2022·5 min read

ACORD 126 form: the general liability section, fields and checks

For underwriters, brokers and submission teams that handle commercial general liability: what's on each page of the ACORD 126, which fields drive the price, and how to process it without rekeying.Nov 29, 2022·5 min read

ACORD 127 processing: business auto fields, checks and automation

For commercial auto underwriters, brokers and submission teams: what's on an ACORD 127, which fields drive the quote, and how to process driver and vehicle data without retyping it.Nov 29, 2022·4 min read

ACORD 131 form: the umbrella and excess application, section by section

For umbrella and excess underwriters, brokers and submission teams: what's on each page of the ACORD 131, how the underlying insurance schedule works, and how to process it without rekeying.Nov 29, 2022·5 min read

ACORD 140 form: the property section, COPE data and automation

For commercial property underwriters, brokers and submission teams: what's on an ACORD 140, which fields drive the quote, and how to process property submissions without retyping them.Nov 29, 2022·3 min read

ACORD 26 policy certification log: what it is and how to automate it

For agencies, brokers and risk teams that issue or track certificates of insurance: what the ACORD 26 log records, how it relates to the ACORD 24, 25, 27 and 28, and how to move certificate tracking out of paper logs.Nov 29, 2022·4 min read

ACORD 27: the evidence of property insurance, field by field

For mortgage lenders, loan servicers and insurance tracking teams: what an ACORD 27 shows, what to check it against, and how to stop keying it by hand.Nov 29, 2022·6 min read

ACORD 28: the evidence of commercial property insurance, field by field

For commercial lenders, loan servicers and insurance tracking teams: what an ACORD 28 shows, what to check it against, and how to stop keying it by hand.Nov 29, 2022·5 min read

ACORD 80 form: the homeowner application, section by section

For personal lines carriers, MGAs and agencies that handle homeowners applications: what's on each page of the ACORD 80, which fields drive rating and underwriting, the checks to run, and how to process applications in bulk without retyping them.Nov 29, 2022·6 min read

ACORD 90 processing: the personal auto application, fields and automation

For personal lines carriers, MGAs and agencies that handle auto applications: what's on an ACORD 90, how state versions differ, and how to process applications without retyping driver and vehicle data.Nov 29, 2022·4 min read

AP process automation: how to automate accounts payable, step by step

For controllers, AP managers and CFOs at midsize companies: what to automate at each step of accounts payable, the controls to build in, the ROI case and a phased rollout.Nov 29, 2022·4 min read

Automated data capture: technologies, costs and how to choose software

For operations, finance and IT teams replacing manual data entry: the capture technologies from barcodes to AI, what a system costs to run, and how to choose and roll one out.Nov 29, 2022·4 min read

Bank statements & lending

Automated underwriting software: how it works and what it needs to work well

For lending operations, credit and underwriting leaders: what automated underwriting systems do, how DU and LPA differ, the main tools by type, and how to get verified data into all of them.Nov 29, 2022·9 min read

Bank statements & lending

Bank statement analysis: what lenders measure and how software does it

For lenders, underwriters and credit analysts: the numbers a bank statement analysis produces, how to calculate them, and what to look for in bank statement analysis software.Nov 29, 2022·4 min read

Bank statements & lending

Commercial underwriting software: what it automates and what underwriters keep

For commercial and CRE lenders: what underwriting automation takes off an analyst's desk, the benefits it brings, and how multifamily deals are underwritten.Nov 29, 2022·4 min read

Best accounting data entry software in 2026: 5 tools compared

For controllers, AP leads and bookkeeping firms choosing a tool to stop keying invoices, receipts and statements: how the main options differ and which fits your volume and systems.Nov 29, 2022·4 min read

The best insurance document automation and claims software in 2026: 8 tools compared

For claims leaders and IT teams at carriers, MGAs and TPAs: the three kinds of claims automation software, what 8 tools do, and where insurance document automation fits.Nov 29, 2022·6 min read

Bank statements & lending

The best CRE underwriting software in 2026: 10 tools compared

Commercial real estate underwriting tools now split three ways: platforms that model the deal, platforms built for lenders, and tools that pull the numbers out of OMs, T-12s and rent rolls. Here's which does what, and how to pick.Nov 29, 2022·9 min read

Bill of lading: what it is, how to fill one out and read one, and how to automate it

For shippers, freight forwarders, 3PLs and freight audit teams: what goes on a bill of lading, what each section means, and how to stop keying BOLs by hand.Nov 29, 2022·5 min read

Document annotation: what it is, types and best practices

For teams training or tuning document AI models: what document annotation is, the kinds of labels you need, how to write guidelines and measure label quality, and how much annotation modern platforms still require.Nov 29, 2022·4 min read

How to calculate accounts payable, AP turnover and days payable outstanding

For controllers, FP&A analysts and small business owners: the three accounts payable calculations that matter, worked examples you can copy, and how to read the results.Nov 29, 2022·4 min read

Insurance claims automation: how it works, step by step

For claims, operations and IT leaders at insurers, MGAs and TPAs: how automated claims processing works from first notice of loss to settlement, what to look for in software and how to roll it out.Nov 29, 2022·4 min read

IDP vs OCR: what's the difference, and which one do you need?

For operations, finance and IT leaders automating document work: how OCR and intelligent document processing differ, where document AI APIs and agentic processing fit, and how to decide which your documents need.Nov 29, 2022·6 min read

Key-value pair extraction: what it is, examples and how it works

For operations teams and developers: what counts as a key-value pair on a document, examples from invoices, forms, IDs and statements, how extraction works step by step, and where it goes wrong.Nov 29, 2022·4 min read

Bank statements & lending

Lease abstraction: what it is, the process and how to automate lease data extraction

For commercial real estate lenders, owners, asset managers and lease accountants: what a lease abstract contains, how the process works, where it goes wrong and how to automate it.Nov 29, 2022·3 min read

Bank statements & lending

Loan document processing: how lenders automate it with OCR and IDP

For lenders, processors and operations leads: what's in a loan file, how OCR and intelligent document processing read and check it, and how to roll automation out.Nov 29, 2022·4 min read

Logistics document automation: how shipping paperwork gets read, matched and checked

For freight brokers, 3PLs, carriers and shippers' AP teams: which shipping documents to automate, how the read, match and review workflow runs, and what to check before a carrier invoice is paid.Nov 29, 2022·5 min read

Bank statements & lending

Check OCR: how bank check scanning and data extraction work

For banks, lenders, lockbox and AR teams that still receive paper checks: the fields check OCR reads, how MICR, courtesy and legal amount recognition fit together, and what to look for in check OCR software.Nov 29, 2022·5 min read

OCR form processing: a step-by-step guide to OCR for forms

For operations teams that still key data off loan applications, tax forms and insurance forms: how OCR reads a form, where template OCR breaks, and what to look for in form processing software.Nov 29, 2022·6 min read

Bank statements & lending

Real estate offering memorandum: what's in it and how to read one

For commercial real estate investors, lenders, brokers and analysts: the sections of a CRE offering memorandum, the numbers to verify against the rent roll and T12, and how to get OM data into your model without retyping it.Nov 29, 2022·4 min read

Purchase order automation for suppliers: automate PO data entry into sales orders

For order management, customer service and sales operations teams at suppliers, distributors and manufacturers: how to stop retyping customer purchase orders, the checks to run, and how to roll it out.Nov 29, 2022·4 min read

The purchase order process: steps, PO types and best practices

For procurement, AP and operations teams: what goes on a purchase order, each step from request to payment, how to create a PO, how PO invoices are matched, the four PO types and the practices that keep it all under control.Nov 29, 2022·4 min read

Bank statements & lending

Real estate document management software: what CRE teams need

For CRE lenders, investors, brokers and property managers: what a real estate document management system should do, the kinds of tools on the market, and where storing files stops and reading their data starts.Nov 29, 2022·5 min read

Bank statements & lending

Rent roll analysis automation: read every unit, check it against the T-12, feed your model

For CRE lenders, investors and asset managers who receive rent rolls in every layout: what a rent roll shows, how to read one, the checks that catch errors, and how to automate the extraction.Nov 29, 2022·5 min read

RPA in insurance claims processing: use cases, limits and how to add AI

For claims operations and IT leaders at carriers, MGAs, TPAs and health plans: where bots fit in the claims lifecycle, what they can't do on their own, and how to pair them with document AI.Nov 29, 2022·3 min read

RPA in finance and accounting: use cases, limits and where AI fits

For controllers, finance operations and shared services leaders: which finance tasks suit robotic process automation, which don't, how to pair bots with document AI, and the controls auditors will ask about.Nov 29, 2022·4 min read

Bank statements & lending

RPA in mortgage lending: use cases, limits and how it works with document AI

For mortgage and lending operations leaders: which loan processing tasks suit RPA bots, where bots break on documents, and how to pair them with document AI.Nov 29, 2022·4 min read

Bank statements & lending

Financial statement spreading: what it is, how it works and how to automate it

For credit analysts, commercial lenders and credit unions: what spreading is, a worked example with the ratios lenders calculate, the common mistakes, and how automation cuts spreading time.Nov 29, 2022·5 min read

What is straight-through processing (STP)? Meaning, examples and how to measure it

For operations leaders in banking, lending, insurance and finance: what straight-through processing means, where it's used, how to calculate your STP rate, and what it takes to raise it when documents are involved.Nov 29, 2022·4 min read

Intelligent Document Processing: Fueling Your Supply Chain with Automation

For supply chain and logistics teams: the documents that slow the supply chain down, how intelligent document processing reads them, and the steps to automate data capture.Nov 29, 2022·9 min read

Bank statements & lending

10 financial models for commercial real estate analysis, and what each one answers

For CRE analysts, investors and lenders: the models behind acquisition, development, financing and portfolio decisions, what each calculates, and where the input data comes from.Nov 29, 2022·4 min read

Bank statements & lending

T12 in real estate: what a trailing 12-month statement shows and how to read it

For CRE lenders, analysts and investors: what a T12 operating statement contains, a worked multifamily example, how to normalize it, and how to stop spreading T12s by hand.Nov 29, 2022·5 min read

What is accounts payable? Definition, examples and the AP process

For finance managers, controllers and anyone new to AP: what accounts payable is, how to record it, how it differs from receivables, and what a well-run AP process looks like.Nov 29, 2022·4 min read

What is intelligent automation? Definition, components and examples

For operations and transformation leaders: a plain definition of intelligent automation (also called intelligent process automation), how it differs from RPA, real examples, and how to start.Nov 29, 2022·3 min read

Zonal OCR: how template-based OCR works and when it breaks

For operations and IT teams automating forms and invoices: how zonal (template) OCR works, a simple example, where it still makes sense, and why teams with varied layouts move to AI-based extraction.Nov 29, 2022·4 min read

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