recosys

What recosys does

recosys Recognition Systems GmbH is a German technology company headquartered in Konstanz that develops software for the real-time recognition, interpretation, and verification of documents and physical products. Its core technology is StreamShot, a proprietary real-time image processing engine that uses a multidirectional video stream approach combined with OCR, classification, extraction, matching, and a layered AI/ML stack (CNNs, RNNs, transformer-based architectures, decision trees, clustering, and Bayesian methods) to digitize documents across mobile, server, and embedded systems.

The company operates a B2B2C model, distributing a customizable multi-platform SDK that enterprise customers integrate into their own products and workflows. It supplements SDK licensing with tailored solution configurations, AI consulting services (marketed under the RecosysAI sub-brand), and end-to-end support from development through maintenance. Target customers span logistics and postal automation, enterprise document processing, industrial manufacturing quality control, and healthcare document and image analysis. The platform is positioned around privacy-by-design, 100% on-device processing with optional integration into Azure, AWS, and Google Cloud AI services.

recosys is privately held and founder-led by Dr. Martin Neschen, a theoretical physicist with prior experience at AEG and Siemens logistics digitization, alongside COO Sebastian Roth. The company appears bootstrapped with no disclosed external funding or institutional investors, and relies on direct enterprise field sales rather than high-volume channel distribution.

Name

recosys

Legal name

recosys Recognition Systems GmbH

Website

https://recosys.com

Company type

Private

Founded year

2003

Operating status

Operating

Headcount range

11–50 employees

Short description

recosys is a German software company that builds StreamShot, a proprietary real-time image processing engine for document recognition, OCR, and verification, delivered as a customizable SDK to enterprise customers in logistics, manufacturing, and healthcare.

Ownership category

akta.pro rank

Headquarters

HQ city

Konstanz

HQ country

Germany

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. SDK Licensing (B2B2C): Customizable SDK sold to enterprise customers for integration into their products and workflows. Multi-platform SDK for on-device digitization and analysis.
2. Professional Services & Consulting: AI consulting services including process analysis, optimization, AI capability integration, solution design and scaling, and workshop services.
3. Tailored Solutions: Customized StreamShot configurations and AI/machine learning enhancements tailored to customer workflows.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels3 records

Core offering

Recosys develops and licenses StreamShot, a proprietary real-time image processing engine that performs document digitization, OCR, classification, extraction, and matching across mobile, server, and embedded systems. The company sells a customizable SDK to enterprise clients for integration into their products and workflows (B2B2C model), complemented by tailored solution configurations with AI/ML enhancements and professional AI consulting services. The technology runs fully on-device by default, supporting offline operation and privacy-sensitive use cases.

Product overview

Recosys offers a modular product architecture centered around StreamShot, a proprietary real-time image processing engine for document digitization, verification, and product recognition. The core StreamShot platform provides universal digitization capabilities including OCR, classification, extraction, and matching across mobile, server, and embedded systems. On top of this core platform, Recosys provides Tailored Solutions (customized configurations with AI/ML enhancements), Consulting services (process analysis, AI integration, workshops), and Support covering development through maintenance. The solution is available both as cloud-based and on-premise deployment.

Differentiator

Problem solved

Functional benefit

Brands

• StreamShot: Proprietary image processing engine for real-time digitization, OCR, classification, and extraction of data from documents and products.
• RecosysAI

Products and services

• StreamShot Proprietary real-time image processing engine for document and product recognition, providing fast, intelligent, and error-resistant digitization with AI-driven accuracy. Works across mobile, server, and embedded systems via a multi-platform SDK using a multidirectional video stream approach, with high-performance detection, OCR, classification, extraction, and matching. Designed for B2B customers that integrate StreamShot into their own products and workflows.
• Consulting (RecosysAI) AI consulting services including process analysis and optimization, AI capability integration, solution design and scaling, and workshop services for AI implementation roadmaps. Targeted at enterprise customers needing expert guidance on deploying AI/ML and StreamShot capabilities within their workflows.
• Tailored Solutions Customized StreamShot configurations tailored to specific business needs, including AI and machine learning enhancements to fit customer workflows. Offered as a recurring subscription model for enterprise customers.
• Support - from Development to Maintenance End-to-end paid support services covering the entire product lifecycle from development through maintenance for customers integrating StreamShot into their products and workflows.

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature7 records

Partnerships

Three partnerships are on record, tiered supporting.

• Microsoft AzuresupportingTechnology or IntegrationOptional integration with Azure AI & ML Services including Computer Vision API for OCR and object recognition, Azure Cognitive Services for intelligent document processing, and Azure Machine Learning for custom AI model hosting. Provides flexibility, on-demand scaling, and remote accessibility.
• AWS (Amazon Web Services)supportingTechnology or IntegrationCan integrate AWS services for AI enhancement as part of cloud integration options.
• Google CloudsupportingTechnology or IntegrationCan integrate Google Cloud or other third-party APIs for AI enhancement as part of cloud integration options.

Recent moves5 records

Expansion highlights4 records

Broad incumbents

• UiPath: UiPath is a broader RPA platform with a strong Document Understanding / IDP module (formerly acquired from Cloud Medicine / ProcessStreet / other's stacks). It overlaps with recosys on document AI but as part of a much wider automation portfolio.
• Amazon (AWS Textract): Amazon Textract is AWS's managed OCR and document extraction service for forms, tables, and structured documents. It is listed by recosys as a cloud integration option and competes with on-device/SDK document AI as a scalable cloud alternative.
• Microsoft (Azure AI Document Intelligence): Microsoft's Azure AI Document Intelligence (formerly Form Recognizer) is a cloud OCR + extraction service with prebuilt and custom models. It is explicitly listed as an integration option by recosys but is also a competitive cloud alternative for the same document AI workloads.
• Adobe (Acrobat / Sensei): Adobe bundles OCR and PDF-based document AI capabilities across Acrobat, Document Services, and Sensei platforms, addressing enterprise digitization use cases overlapping with recosys's document processing and verification offerings.
• Google (Document AI): Google Cloud's Document AI offers enterprise OCR, form parsing, and specialized processors for invoices, contracts, and more. Like Azure, it is both a potential integration and a competitive cloud document AI platform relative to recosys's offerings.

Direct peers

• ABBYY: ABBYY is a long-standing leader in OCR, document capture, and intelligent document processing, selling SDKs and enterprise IDP platforms. It is the most direct comparison to recosys's StreamShot OCR/classification/extraction SDK.
• Tungsten Automation (formerly Kofax): Tungsten Automation (formerly Kofax) is an enterprise IDP and document automation vendor serving banking, logistics, healthcare, and government with capture, OCR, and workflow tools — directly overlapping with recosys's primary verticals and SDK-led go-to-market.
• Parascript: Parascript specializes in data extraction, document classification, and handwriting/print recognition with SDK and packaged software offerings, directly comparable to recosys's StreamShot engine for postal, financial, and government customers.
• Hyperscience: Hyperscience provides AI-driven document and form processing with high-accuracy OCR and ML-based classification, targeting insurance, government, and financial services. It is comparable to recosys in applying computer vision and ML to enterprise document digitization at scale.
• Rossum: Rossum is an AI-native document processing platform focused on invoice and business document extraction, offering both an API and enterprise deployment. It competes with recosys's tailored document AI offerings for invoice and form processing use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/recosys

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about recosys