Dbrain
Dbrain is a Russian AI vendor founded in 2018 that sells an Intelligent Document Processing platform — proprietary neural networks for recognition, classification, anti-fraud, and KYC — to banks, microfinance organizations, fintech firms, insurers, and government agencies in Russia and 13 other countries.
- Company typePrivate
- Founded2018
- HeadquartersMoscow, Russia
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Dbrain does
Dbrain is a private Russian AI company founded in 2018 and headquartered in Moscow, operating an Intelligent Document Processing (IDP) platform that automates recognition, classification, field extraction, and anti-fraud verification of scanned and photographed documents. The company's core technology is a proprietary pipeline of 12 neural networks — not a wrapper around third-party OCR — that handles 100+ document types at claimed 99% accuracy in 1–5 seconds, with template-free field extraction and support for crumpled, overexposed, or low-quality images. The product portfolio comprises six integrated services: Primary Documents Recognition (invoices, delivery notes, contracts), KYC, Passport Recognition (Russian plus 14 international passports), Anti-Fraud, Driver's License/Vehicle Title/Registration Certificate Recognition, and Driver Verification, all deployable via cloud API or on-premise closed IT perimeter for data sovereignty.
Dbrain monetizes through usage-based pricing per processed document, with optional bundled anti-fraud subscriptions, an agent referral program paying 5% commission on closed deals (average deal ~2.8M rubles), and government AI grant consulting facilitated by its Skolkovo resident status. Go-to-market is multi-channel: direct enterprise sales with demo-driven pilots, API-first integration via Web API and iOS/Android SDKs, and a partner network including VisionLabs (strategic KYC partner), IDX, SaaSCredit, Femida, Twin24, ROBIN, and Brainysoft. Customer segments span banks (Gazprombank, RN Bank), microfinance organizations (40+ MFO clients including Platiza, FinMall, Lime-Zaym), fintech (YooMoney, SberSolutions, 150+ fintech companies), insurance (Renaissance/Renessans), government (Gosuslugi, Moscow Innovation Cluster, Ministry of Digital Development of Kuzbass), industry/manufacturing (Akron), and emerging verticals such as transportation logistics and dating applications. The company is listed in the Russian software registry, complies with 152-FZ personal data law, and has processed over 31 million documents across approximately 14 countries. Disclosed funding totals approximately $2.75M from a 2018 round led by Chronobank, G2H2 Capital, and Suicide Ventures, supplemented by a 2020 Y Combinator investment and smaller YellowRockets rounds.
Dbrain firmographics
Firmographics- Name
- Dbrain
- Legal name
- OOO Dibrein (ООО Дибрейн)
- Website
- https://dbrain.io
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Dbrain is a Russian AI vendor founded in 2018 that sells an Intelligent Document Processing platform — proprietary neural networks for recognition, classification, anti-fraud, and KYC — to banks, microfinance organizations, fintech firms, insurers, and government agencies in Russia and 13 other countries.
- Ownership category
- akta.pro rank
Dbrain industry classification
Industry- Product category
- Intelligent Document Processing
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518210), Investigation and Personal Background Check Services (561611)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Intelligent Document Processing (IDP) & OCR Automation (HDAEAHAC)
- akta.pro secondary industries
- Data, Evidence & Document Verification (IDV) for KYC (FSAMAMAN), Identity Verification (IDV) & Document Verification (FSAMALAE)
Keywords
Where Dbrain is headquartered
LocationHeadquarters
- HQ city
- Moscow
- HQ country
- Russia
- HQ region
- Europe
Offices1 record
Markets served
Dbrain business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Document Recognition Services: API-based document processing with usage-based pricing per document processed. Cloud or private IT perimeter deployment options. Pricing depends on monthly document volume.
- Anti-Fraud Services: Fraud detection services bundled with document recognition or available as standalone. Free 6-month promotion for banks and MFO with document recognition purchase.
- Agent Referrals: Agent program with 5% commission on closed deals. Average deal size approximately 2.8 million rubles.
- AI Grants Consulting: Assistance with government AI grant applications for clients, leveraging Skolkovo resident status.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Usage-based pricing per document |
Go-to-market motion3 records
Distribution channels5 records
Marketing channels7 records
Dbrain product offering
Product offeringCore offering
Dbrain is an AI-based Intelligent Document Processing (IDP) platform that automates recognition, classification, and data extraction from documents including passports, driver's licenses, primary accounting documents, and KYC-related identity files. The platform combines proprietary neural networks for document OCR, 12-model anti-fraud image analysis, and facial comparison for identity verification. Services are delivered via cloud API, private IT perimeter deployment, or mobile SDKs to enterprise clients in banking, microfinance, insurance, government, and industrial sectors.
Product overview
Dbrain is an Intelligent Document Processing (IDP) platform built on proprietary AI for document recognition, verification, and digitization. The core product portfolio consists of six integrated services: Распознавание первичных документов (Primary Documents) for accounting/business documents; KYC for end-to-end customer identity verification; Распознавание паспорта (Passport Recognition) for Russian and 14-country international passports; Антифрод (Anti-Fraud) as a fraud detection add-on; and Распознавание ВУ, ПТС, СТС (Driver Documents) plus Проверка водителей (Driver Verification) for transportation workflows. All services share a unified AI pipeline (classification → quality check → OCR/IDP → anti-fraud → face matching → database lookup → HITL) and can be delivered via cloud API or on-premise closed IT perimeter. The platform processes over 31 million documents across banks, MFO, insurance, government, industry, and retail sectors.
Differentiator
Problem solved
Functional benefit
Brands
- Dbrain IDP: Intelligent Document Processing platform using AI for document recognition, classification, and data extraction.
- Dbrain Anti-Fraud (Антифрод)
Products and services
- Primary Documents Recognition
Quantifiable outcome
- Document processing speed: 1-5 seconds per document vs hours for manual processing
- +7 more outcomes
Companies that use Dbrain
Customer profileNamed customers16 records
Segments6 records
Ideal customer profiles5 records
Dbrain technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability8 records
Feature1 record
Dbrain partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered flagship, core and minor.
- VisionLabsflagshipStrategic partnership for KYC solutions combining Dbrain's document recognition with VisionLabs' facial recognition technology (LUNA platform). Enables online client onboarding through ID verification, document scanning, and face comparison for financial institutions worldwide.
- IDXcoreRussian online business platform providing safe and reliable data verification services for physical entities using authoritative sources containing information on 120 million Russian citizens.
- SaaSCreditcoreMicrofinance organization automation system that fully automates credit and investment accounting processes, performs scoring, conducts loan issuance in online and offline modes.
- FemidacoreOnline business service for physical and legal entity verification. Uses machine learning models for creditworthiness scoring and client data verification.
- BrainysoftminorFinancial software provider for microfinance organizations.
Scale indicators10 records
Recent moves6 records
Expansion highlights6 records
Dbrain competitors and assessment
Company assessmentDirect peers
- ABBYY: Global IDP and OCR leader (also Russia-founded) offering document recognition, classification, and data capture for enterprise workflows. Direct overlap with Dbrain's core IDP platform across the same document types and customer verticals.
- Smart Engines: Russian AI vendor specialising in IDP/OCR for IDs, passports, bank cards, and business documents. Competes head-on with Dbrain in Russian banking, MFO, and government for the same document-recognition workloads.
- Rossum: AI-powered IDP platform focused on invoices, purchase orders, and business documents across enterprise and mid-market. Direct alternative to Dbrain's primary-documents IDP offering with similar AI-based, template-free extraction.
- Veryfi: API-first IDP platform for receipts, invoices, and IDs targeting fintech and B2B workflows. Competes with Dbrain on per-document, usage-based IDP pricing and developer integration model.
- Hypatos: Deep-learning IDP provider for invoices, purchase orders, and financial back-office automation. Direct competitor to Dbrain's primary-documents product for enterprise finance shared-services use cases.
- Sumsub: Global KYC/AML and identity-verification platform with document OCR, liveness, and face matching. Directly comparable to Dbrain's KYC product for fintech and crypto onboarding.
Broad incumbents
- Google Document AI: Hyperscaler IDP/OCR suite inside Google Cloud offering document parsing, form extraction, and custom document models. Broad incumbent competitor that pressures Dbrain's enterprise pricing and bundling.
- Microsoft Azure AI Document Intelligence: Azure's IDP service (formerly Form Recognizer) for structured and unstructured document extraction. A broad incumbent that competes with Dbrain for enterprise customers standardising on Microsoft cloud.
- Onfido (Entrust): Established identity-verification/KYC platform (now part of Entrust) offering document verification, biometrics, and fraud signals to global financial institutions. Competes with Dbrain in KYC at the enterprise tier.
Others
- VisionLabs: Computer-vision vendor providing the LUNA face-recognition platform. Strategic KYC partner of Dbrain, but adjacent rather than competitive — overlapping only in multimodal identity verification where both companies co-deliver solutions.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Dbrain social profiles
Digital presenceDbrain compliance and trust
Trust signalCompliance2 records
Dbrain financial estimates
Financial estimateRevenue estimate
Valuation estimate
Dbrain leadership team
Management profileNumber of profiles
Profiles5 records
Dbrain funding detail
Funding detailFunding overview
Funding rounds4 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Dbrain M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Dbrain
What does Dbrain do?
Dbrain is an AI-based Intelligent Document Processing (IDP) platform that automates recognition, classification, and data extraction from documents including passports, driver's licenses, primary accounting documents, and KYC-related identity files. The platform combines proprietary neural networks for document OCR, 12-model anti-fraud image analysis, and facial comparison for identity verification. Services are delivered via cloud API, private IT perimeter deployment, or mobile SDKs to enterprise clients in banking, microfinance, insurance, government, and industrial sectors.
Is Dbrain a public or private company?
Dbrain is a private company. It is classified as venture growth investor backed and is currently operating.
When was Dbrain founded?
Dbrain was founded in 2018. It employs 51 to 100 people.
Where is Dbrain based?
Dbrain is headquartered in Moscow, Russia, in the Europe region.
How does Dbrain make money?
Four revenue lines are on record. Document Recognition Services are the primary driver. The others are anti-Fraud Services, agent Referrals and AI Grants Consulting.
Who are Dbrain's main competitors?
Direct peers on record are ABBYY, Smart Engines, Rossum, Veryfi, Hypatos and Sumsub. Broad incumbents are Google Document AI, Microsoft Azure AI Document Intelligence and Onfido (Entrust). VisionLabs is listed as an others.
Does Dbrain have an API?
Yes. Dbrain offers API integration for connecting its document recognition and processing services into client systems. Integration options include cloud deployment and closed IT perimeter (on-premise) installation. API is used to build custom workflows for document processing and anti-fraud logic. No public API documentation URL or SDK language explicitly named. Developer documentation is at docs2.dbrain.io/podklyuchenie.
What industry is Dbrain in?
Dbrain's product category is Intelligent Document Processing. Its primary akta.pro industry code is HDAEAHAC, Intelligent Document Processing (IDP) & OCR Automation, with a secondary code of FSAMAMAN, Data, Evidence & Document Verification (IDV) for KYC. Its NAICS code is 518210 and its SIC code is 7370.