Inscribe.ai

1 in 16 documents show signs of fraud. Read our 2026 State of Document Fraud Report to see what else we found.Read NowDetect deepfake documentsAI is changing document fraud. Inscribe catches what manual reviews and legacy systems miss — so risk teams can stop more fraud, faster. Book Demo Why nowDocument fraud is one of the most complex and fast-growing forms of financial crimeDocument fraud is increasing rapidly — with 1 in 16 documents showing signs of fraud. Adding to this, AI-generated and template-based fraud is emerging as a growing threat, with a 5x increase from April to December 2025. Inscribe's AI Agents combine domain expertise with layered detection techniques to uncover what manual review teams and other providers miss.Why InscribeStop document fraud with real-time detectionFraudsters constantly change tactics, and manual reviews can’t keep up. Inscribe detects forged and AI-generated documents in seconds, giving risk teams the clarity they need to make confident onboarding and underwriting decisions — without slowing down approvals.Give your team time back and clarity forwardManual fraud investigation is time-consuming, repetitive, and prone to errors. Inscribe automates the tedious parts of document review, surfacing what matters most so your analysts can focus on complex cases. The result: fewer bottlenecks, faster reviews, and smarter decisions.Trust AI trained by data scientists and fraud expertsInscribe created the document fraud detection category and has been solving fraud for banks, lenders, and fintechs since 2017. Our agentic AI is trained on the millions of applications we process each year and strengthened by the domain-specific judgment of our in-house risk analysts and data scientists.What our AI Agents doGive you a deep understanding of financial documentsInscribe’s AI Agents analyze documents with the precision of your sharpest fraud analyst, validating formatting, structure, metadata, and contextual clues. The difference? They deliver results in seconds, giving your team speed without sacrificing accuracy.See HowConnect the dots across documents for full applicant contextFraud rarely lives in isolation. That's why our AI Agents cross-reference information across documents, validate claims against public data, and synthesize patterns across applications, so you can spot hidden risks and approve trustworthy customers with confidence.See HowCustomer stories$5.6 millionin prevented fraud lossesRead Story30 minutereduction in application processing.Read Story$3 millionin losses prevented in just 8 months.Read StoryNOW AVAILABLECheck out our annual reportA comprehensive look at where document fraud stands today — including why 1 in 16 documents show signs of fraud — how AI is changing the game for both sides, and what the most effective fraud teams are doing differently.Read Now2026 State ofDocument FraudHow AI, frontier strategies, and collaboration are shaping the fight against deepfakesWhat will our AI find in your documents?Book a demo and we'll share more about our complimentary document fraud audit.Book DemoFAQs01What is document fraud?Document fraud is the use of falsified, altered, or fabricated documents to misrepresent identity, income, assets, or business information. Common examples include fake bank statements, pay stubs, tax forms, invoices, and financial statements. With the rise of generative AI, document fraud has become more sophisticated and harder to detect using manual reviews or legacy rules-based systems.02What are deepfake documents?Deepfake documents are AI-generated or AI-altered financial documents designed to look indistinguishable from legitimate ones. Fraudsters use generative AI to replicate formatting, logos, transaction patterns, and metadata, making these fakes difficult for human reviewers and traditional fraud tools to catch.03How does Inscribe detect AI-generated and forged documents?Inscribe uses agentic AI trained specifically for document fraud detection. Our AI Agents analyze formatting, structure, metadata, content consistency, and contextual signals within and across documents. By combining machine learning, domain expertise, and layered detection techniques, Inscribe identifies hidden inconsistencies that indicate forgery or AI generation — often in seconds.04How is Inscribe different from manual document review?Manual document review is slow, inconsistent, and difficult to scale as fraud tactics evolve. Inscribe automates document analysis in real time, reducing review time while increasing accuracy. Risk teams get clear, actionable insights instead of spending hours on repetitive checks, allowing them to focus on complex or high-risk cases.05How is Inscribe different from legacy fraud detection tools?Legacy fraud tools rely heavily on static rules and basic checks that struggle to detect modern, AI-driven fraud. Inscribe continuously adapts to new fraud patterns by analyzing millions of applications and learning from real-world outcomes. This allows Inscribe to detect emerging fraud tactics that legacy systems and point solutions often miss.06What types of documents can Inscribe analyze?Inscribe analyzes a wide range of financial and business documents, including bank statements, pay stubs, tax forms, invoices, balance sheets, profit and loss statements, and more. Our AI Agents validate both individual documents and the relationships between them to uncover inconsistencies across an application.07Who uses Inscribe?Inscribe is trusted by banks, lenders, credit unions, and fintech companies that need to stop document fraud during onboarding, underwriting, and ongoing monitoring. Risk, fraud, and compliance teams use Inscribe to make faster, more confident decisions without increasing friction for legitimate customers.08How fast does Inscribe detect document fraud?Inscribe delivers fraud detection results in seconds. This enables real-time decisioning for onboarding and underwriting workflows, helping teams stop fraud without slowing down approvals or increasing customer drop-off.09Can Inscribe reduce false positives?Yes. Inscribe’s AI Agents focus on meaningful risk signals rather than surface-level anomalies, which helps reduce false positives. By providing contextual explanations and confidence scores, Inscribe enables analysts to quickly understand why a document is flagged and make informed decisions.10Is Inscribe’s AI explainable and trustworthy?Yes. Inscribe’s AI is built and trained by data scientists and fraud experts with deep domain knowledge. Our system surfaces clear signals and reasoning behind detections, helping teams trust the results and meet internal and regulatory expectations.11How does Inscribe improve operational efficiency?By automating document review and surfacing only what matters, Inscribe significantly reduces manual review time, shortens application processing, and removes operational bottlenecks. Customers regularly see faster approvals, fewer reviews per application, and millions in prevented fraud losses.12When should a company use document fraud detection software?Any organization that relies on customer-submitted financial documents — especially during onboarding, underwriting, or risk assessments — should use document fraud detection software. This is especially critical today, as AI-generated document fraud continues to rise and outpace manual review capabilities.Join our email list for the latest risk trends, product updates, and more. Email Address* Subscribe Copyright © 2026 InscribePLATFORMDocument Fraud Detection ->How Inscribe Works ->Why Inscribe ->IndustriesBanks ->Credit Unions ->Lenders ->Customer StoriesAll Customer Stories ->Amount->BCU->BHG Financial->Bluevine->Camino Financial->Coast->Gig Wage->.GSC->Kinecta->Logix Federal Credit Union->Mercari->Navan->Plaid->Ramp->Rapid Finance->CompanyAbout Us ->History of Inscribe ->Careers ->Partners ->News & Press ->Contact Us ->ResourcesGood Question Podcast ->Machine Mind Blog ->2026 Document Fraud Report ->Demo Center ->Inside Inscribe Newsletter ->Trust Center ->Documentation ->GuidesBank Statement Analyzer ->Credit Analysis Overview ->Document Collector Software ->Document Fraud Detection Software ->Document Processing Overview ->Fake Bank Statement Detector ->Financial Risk Management Overview ->Fraud Detection Guide ->Loan Underwriting Overview ->Online Document Verification Software ->Risk Intelligence Overview ->MiscellaneousTerms ->Privacy ->Status ->Disclosures ->Subprocessors -> --- We are engineers, scientists, and fraud fightersWe’re a team of engineers and fraud experts dedicated to helping financial institutions stay ahead of fraudsters.In 2017, we set out to build the first document fraud detection product. Today, we process millions of applications each year and work with many of the leading fintechs and banks across the U.S.We believe the game of cat-and-mouse in fraud requires a fundamentally new approach. With care for our customers, attention to detail, and grounded execution, we’re reimagining how fraud is detected and prevented.See JobsFounding storyRisk teams, still stuck with manual reviews, are falling behind.That’s the problem we originally set out to solve. Our early experience in an Irish bank revealed just how broken manual review processes were: slow, inconsistent, and unable to keep pace with evolving fraud.Since then, we’ve helped financial institutions of all sizes fight document fraud in the real world. And today, we’re the first to deploy an agentic document fraud detection platform. Our AI Agents are continuously trained on identifying fake documents and tested against the latest fraud tactics.MissionCatch fraud with confidenceWe empower risk teams to catch fraud with speed and clarity, reducing errors while freeing teams to focus on what matters most.VisionAI for the modern fraud fighterWe’re building AI that reasons through complexity, uncover what humans can’t see, and keep risk teams one step ahead.Team snapshotInscribe’s risk analyts brings frontline fraud-fighting experience from LendingClub, Chime, ME Bank, and many more to investigate complex cases, hand-label document data, and guide our strategy. Our data scientists have 20+ years of combined industry experience with backgrounds in physics, statistics, and advanced modeling, and our AI engineers come from industry-leading teams like Intercom and Stripe.DaraghRisk Operations LeadJessicaRisk Operations AnalystMartina, PhDStaff Research ScientistMichael, PhDStaff Research ScientistLouiseMachine Learning EngineerRaphaelMachine Learning EngineerCompany valuesKnow your customerOur customers are our north stars, driving us to deeply understand their pain points and address these with thoughtful solutions.Nail the detailsDetails serve as the cornerstone of excellence, reflecting our care, craft, and high standards in everything we do, from code quality and design to customer relationships.Be groundedWe approach every day and each situation with low egos and clear minds, embracing successes and setbacks to make balanced decisions and meaningful connections.InvestorsNewsNews CoverageInscribe cut time spent on fraud review 20x with ClaudeNews CoverageFake paystubs are draining billions from lendersNews Coverage100 hottest Irish start-ups to watch in 2025Join our teamHelp us build the future of AI for fraud fighters.View OpportunitiesJoin our email list for the latest risk trends, product updates, and more. Email Address* Subscribe Copyright © 2026 InscribePLATFORMDocument Fraud Detection ->How Inscribe Works ->Why Inscribe ->IndustriesBanks ->Credit Unions ->Lenders ->Customer StoriesAll Customer Stories ->Amount->BCU->BHG Financial->Bluevine->Camino Financial->Coast->Gig Wage->.GSC->Kinecta->Logix Federal Credit Union->Mercari->Navan->Plaid->Ramp->Rapid Finance->CompanyAbout Us ->History of Inscribe ->Careers ->Partners ->News & Press ->Contact Us ->ResourcesGood Question Podcast ->Machine Mind Blog ->2026 Document Fraud Report ->Demo Center ->Inside Inscribe Newsletter ->Trust Center ->Documentation ->GuidesBank Statement Analyzer ->Credit Analysis Overview ->Document Collector Software ->Document Fraud Detection Software ->Document Processing Overview ->Fake Bank Statement Detector ->Financial Risk Management Overview ->Fraud Detection Guide ->Loan Underwriting Overview ->Online Document Verification Software ->Risk Intelligence Overview ->MiscellaneousTerms ->Privacy ->Status ->Disclosures ->Subprocessors -> --- Add AI-powered document fraud detection to your platformLet's work together to stop document fraudOur partner program helps platforms expand their fraud and risk capabilities by embedding Inscribe’s AI-powered document fraud detection directly into their workflows.Inscribe analyzes complex financial documents, where fraud is often hidden and difficult to detect.Building this level of detection in-house is extremely difficult and takes years to get right, so partnering with Inscribe lets you add it without the time, cost, and uncertainty. Full name* Email address* Submit Why partner with InscribeFraud often hides in “secondary documents” like bank statements, paystubs, utility bills, and business financials. These documents are highly variable and difficult to analyze, making them a common blind spot in onboarding and underwriting workflows. Inscribe uses AI to analyze these documents at scale, helping platforms detect fraud that traditional systems miss.Expand your risk stackAdd fraud detection and data extraction for complex financial documents without building new infrastructure.Solve a real customer pain pointMany platforms offer identity verification, but secondary document fraud detection is often missing.Reduce fraud and manual reviewCustomers can catch manipulated documents earlier while reducing time spent on manual document checks.Differentiate your platformOffer deeper document analysis than basic verification tools and stand out in onboarding and underwriting workflows.Partnership modelsWe support multiple partnership structures depending on how you go to market.Integration partnershipsIntegrate Inscribe directly into your platform or marketplace so customers can add document fraud detection to their risk workflows.Common examples:Risk orchestration platformsDecisioning platformsWorkflow automation platformsEmbedded partnershipsEmbed Inscribe within your product and offer AI-powered document fraud detection directly to customers as part of your solution.Common examples:Fintech infrastructure providersLending platformsFraud and risk platformsReferralpartnershipsRefer customers who need document fraud detection and participate in a referral partnership with clear incentives and support.Common examples:Complementary fintech vendorsIndustry partnersConsultantsA few of the trusted companies we partner withBuilt on AWS and Anthropic, Inscribe partners with companies that help distribute risk technology into real customer workflows.Why partners choose InscribeAmount reduced fraud and Increased operational efficiency after transforming their document reviews Inscribe cut time spent on fraud review 20x with ClaudePlaid improved application processing times, increased confidence in decision-making, and optimized resourcesLearn more about InscribeInteractive product tourTake this self-guided product tour to see Inscribe in action.Start TourRecorded demo videoWatch this demo from Conor Burke, CTO and Co-founder of Inscribe.Watch DemoFAQs01What is document fraud detection?Document fraud detection is the process of identifying manipulated, forged, or synthetic documents such as bank statements, paystubs, tax forms, and IDs. Modern solutions use AI and forensic analysis to detect subtle changes, metadata inconsistencies, and signs of AI-generated content that manual review may miss.02How does AI detect document fraud?AI document fraud detection analyzes documents for signs of tampering, inconsistencies, and structural anomalies. This includes identifying edits to text or numbers, detecting manipulated images, analyzing document metadata, and comparing patterns across documents to surface potential fraud risks.03What types of documents can Inscribe analyze?Inscribe detects fraud across a wide range of financial and identity documents, including:Bank statementsPaystubsTax formsUtility billsIdentity documentsFinancial verification documentsThis helps organizations prevent fraud during onboarding, lending, underwriting, and account verification processes.04Who should partner with a document fraud detection provider?Organizations that handle sensitive financial or identity documents can benefit from document fraud detection partnerships, including:Fintech platformsBanks and credit unionsLending platformsIdentity verification providersFraud prevention platformsRisk and compliance solution providers05What types of partnerships are available with Inscribe?Inscribe offers multiple partnership models to fit different business needs, including:Integration partnerships for platforms that want to embed document fraud detectionReseller partnerships for companies that want to sell Inscribe solutions to customersWhite-label partnerships for organizations that want to offer document fraud detection under their own brandReferral partnerships for partners who introduce customers to Inscribe06How can document fraud detection integrate into an existing fraud stack?Document fraud detection can integrate through APIs or platform integrations to analyze uploaded documents during onboarding, underwriting, account verification, or ongoing monitoring. This adds a specialized layer of fraud intelligence to existing identity verification and risk workflows.07Why is document fraud increasing?Document fraud is increasing due to the rise of generative AI tools and easy-to-use editing software that allow fraudsters to create convincing fake documents. Automated fraud detection helps organizations identify these manipulations at scale.08What makes AI-powered document fraud detection different from manual review?AI-powered detection analyzes documents in seconds and identifies patterns that human reviewers may miss. It provides risk signals, supporting evidence, and context that help fraud teams investigate cases faster and more accurately.Join our email list for the latest risk trends, product updates, and more. Email Address* Subscribe Copyright © 2026 InscribePLATFORMDocument Fraud Detection ->How Inscribe Works ->Why Inscribe ->IndustriesBanks ->Credit Unions ->Lenders ->Customer StoriesAll Customer Stories ->Amount->BCU->BHG Financial->Bluevine->Camino Financial->Coast->Gig Wage->.GSC->Kinecta->Logix Federal Credit Union->Mercari->Navan->Plaid->Ramp->Rapid Finance->CompanyAbout Us ->History of Inscribe ->Careers ->Partners ->News & Press ->Contact Us ->ResourcesGood Question Podcast ->Machine Mind Blog ->2026 Document Fraud Report ->Demo Center ->Inside Inscribe Newsletter ->Trust Center ->Documentation ->GuidesBank Statement Analyzer ->Credit Analysis Overview ->Document Collector Software ->Document Fraud Detection Software ->Document Processing Overview ->Fake Bank Statement Detector ->Financial Risk Management Overview ->Fraud Detection Guide ->Loan Underwriting Overview ->Online Document Verification Software ->Risk Intelligence Overview ->MiscellaneousTerms ->Privacy ->Status ->Disclosures ->Subprocessors -> --- Detect forged and deepfake documents with agentic AICut manual reviews by up to 90%, catch more fraud, and get clear, audit-ready decisions. Inscribe doesn't just automate tasks — our AI Agents work alongside your team as intelligent sidekicks, giving analysts the speed, clarity, and confidence to stay ahead of fraudsters.Book DemoWatch DemoSwitch to your desktop to see the interactive product tour.Gain a deep understanding of financial documentsInscribe spots the subtle manipulation patterns and inconsistencies that slip past traditional systems. Our AI Agents don’t just extract data — they understand context, adapt to new tactics, and explain their findings, helping you reduce fraud losses while speeding up legitimate approvals.Uncover every document’s unique fingerprintBy applying layered detection techniques, our agentic AI exposes fraud hidden in plain sight, including documents generated or edited with AI:Network detectionFraudsters often reuse the same playbook. Network detection taps into our vast library of genuine and fraudulent documents to spot recycled templates, suspicious layouts, and repeat patterns, ensuring fraud that’s worked before won’t work again.Semantic detectionLooks can deceive, but the details rarely lie. Semantic detection cross-checks names, addresses, employment, and income to expose contradictions that don’t add up, helping you separate trustworthy applications from risky ones.Forensic detectionEvery document carries a digital fingerprint. Forensic detection analyzes structure, fonts, metadata, and file history to uncover tampering and synthetic files that manual review often misses, giving you confidence in every approval.Perceptual detectionSome fraud hides in the smallest details. Perceptual detection examines documents at the pixel level to reveal edits, AI-generated artifacts, and subtle visual inconsistencies, so even the most convincing fakes don’t slip through.Understand risk at a glanceInscribe's AI Agents turn complex document analysis into plain-language insights, giving your team clear, defensible explanations without digging through raw data. That means faster reviews and decisions you can stand behind.Automate repetitive document tasksFrom parsing and classification to document collection, Inscribe handles the tedious, manual document review work. Your team gets more time for complex investigations and less fatigue from repetitive tasks.Get stronger detection over timeWith every review, Inscribe’s agentic AI learns from your analysts and our in-house risk analysts. The result? Sharper detection, fewer false positives, and a system that continuously adapts to new fraud tactics.Connect the dots across documents for full applicant contextDocument understanding is just the beginning. Inscribe’s AI Agents expand each investigation beyond the document itself, combining findings with external signals and third-party data to give you a complete, connected view of risk.Verify applicant details in secondsInscribe’s AI Agents instantly confirm employment, validate addresses, and uncover related entities, eliminating manual lookups and copy-paste workflows so your team saves time and reduces errors.Run KYB checks automaticallyOur AI Agents streamline compliance reviews by verifying incorporation status via Secretary of State records, confirming web presence, and surfacing adverse media. That means faster onboarding and stronger compliance, without the manual burden.See the complete risk pictureBy combining document-level reasoning with applicant-level insights, Inscribe’s AI Agents deliver clear, connected risk profiles, helping your team make faster, more confident decisions with all the context in one place.How Inscribe worksInscribe’s AI Agents review each document with the depth and judgment of a fraud analyst, but with the added speed, scale, and precision to catch hidden signals humans can’t see.01ScreensThe moment a document enters your workflow (via the Collect portal, web app, or API), Inscribe pre-screens it for format validity, completeness, and type accuracy, so bad files are filtered out before they slow you down.03ValidatesAI Agents enrich investigations with live research, verifying employers, cross-checking addresses, and linking external sources to document claims, giving you confidence in every detail.02DetectsLLMs extract key fields and check formatting and logic, while advanced detectors uncover hidden fraud vectors. Inscribe also surfaces risks related to transaction or balance details based on rules you configure.02DetectsLLMs extract key fields and check formatting and logic, while advanced detectors uncover hidden fraud vectors. Inscribe also surfaces risks related to transaction or balance details based on rules you configure.03ValidatesAI Agents enrich investigations with live research, verifying employers, cross-checking addresses, and linking external sources to document claims, giving you confidence in every detail.04ExplainsAll findings are translated into a plain-language risk summary with linked evidence and contextual scoring, so your team can make faster, more confident, and defensible decisions.Logix Federal Credit Union prevented $3M in losses with InscribeChallengesLogix’s investigators struggled to keep up with rising document fraud, as manual verification methods proved too slow and unreliable against increasingly sophisticated fakes.SolutionInscribe automates document verification by flagging fraud, validating details, and removing the need for investigators to manually cross-check statements, balances, and employers.“We started using Inscribe in late April last year. And in just eight months, we saw potential loan fraud savings of over $3 million and countless ID theft saves.”Matt OverinManager, Fraud Risk ManagementRead StoryNOW AVAILABLECheck out our annual reportA comprehensive look at where document fraud stands today — including why 1 in 16 documents show signs of fraud — how AI is changing the game for both sides, and what the most effective fraud teams are doing differently.Read Now2026 State ofDocument FraudHow AI, frontier strategies, and collaboration are shaping the fight against deepfakesWhat will our AI find in your documents?Book a demo and we'll share more about our complimentary document fraud audit.Book DemoFAQs01What are Inscribe’s AI Agents?Inscribe’s AI Agents are agentic AI systems built specifically to detect document fraud and assess risk. They act as intelligent sidekicks for fraud and risk teams, automating manual document review while reasoning through complex cases the way an experienced analyst would.02How does Inscribe detect forged and deepfake documents?Inscribe uses layered detection techniques — including forensic, semantic, perceptual, and network analysis — to identify forged, manipulated, and AI-generated documents. These methods uncover subtle inconsistencies and digital fingerprints that traditional rules-based systems and manual reviews often miss.03What makes Inscribe’s agentic AI different from traditional fraud tools?Traditional fraud tools run static rules or single-purpose detectors. Inscribe’s agentic AI can reason across documents, adapt to new fraud tactics, and orchestrate multiple detection techniques in parallel. This allows teams to detect rare, emerging, and previously unseen fraud patterns.04What types of document fraud can Inscribe detect?Inscribe detects document forgery, AI-generated and deepfake documents, manipulated bank statements, fake pay stubs, synthetic income, false employment claims, and coordinated fraud patterns that bypass legacy systems.05How does Inscribe reduce manual document review?By automating document parsing, classification, verification, and research tasks, Inscribe can reduce manual document review by up to 90%. This frees analysts from repetitive work and allows them to focus on complex investigations that require human judgment.06Does Inscribe explain why a document is flagged?Yes. Inscribe generates plain-language, audit-ready explanations with linked evidence. This gives fraud, risk, and compliance teams clear, defensible reasoning behind every decision — without digging through raw data.07How does Inscribe connect document analysis to the full applicant risk picture?Inscribe’s AI Agents go beyond individual documents by validating applicant details, verifying businesses, running KYB checks, and linking related entities. This creates a complete, connected view of risk across documents, applications, and external data sources.08Who uses Inscribe?Banks, lenders, credit unions, fintechs, and other organizations that rely on customer-submitted documents use Inscribe to fight fraud, improve compliance, and accelerate onboarding and underwriting decisions.09How quickly can teams get started with Inscribe?Inscribe is designed for rapid deployment and integrates into existing workflows via API, web app, or document collection portals. Most teams can go live significantly faster than with legacy fraud systems that take months to implement.Join our email list for the latest risk trends, product updates, and more. Email Address* Subscribe Copyright © 2026 InscribePLATFORMDocument Fraud Detection ->How Inscribe Works ->Why Inscribe ->IndustriesBanks ->Credit Unions ->Lenders ->Customer StoriesAll Customer Stories ->Amount->BCU->BHG Financial->Bluevine->Camino Financial->Coast->Gig Wage->.GSC->Kinecta->Logix Federal Credit Union->Mercari->Navan->Plaid->Ramp->Rapid Finance->CompanyAbout Us ->History of Inscribe ->Careers ->Partners ->News & Press ->Contact Us ->ResourcesGood Question Podcast ->Machine Mind Blog ->2026 Document Fraud Report ->Demo Center ->Inside Inscribe Newsletter ->Trust Center ->Documentation ->GuidesBank Statement Analyzer ->Credit Analysis Overview ->Document Collector Software ->Document Fraud Detection Software ->Document Processing Overview ->Fake Bank Statement Detector ->Financial Risk Management Overview ->Fraud Detection Guide ->Loan Underwriting Overview ->Online Document Verification Software ->Risk Intelligence Overview ->MiscellaneousTerms ->Privacy ->Status ->Disclosures ->Subprocessors ->