What r7 does

R7 CORP k.s. is a Bratislava-headquartered private company founded in December 2010 that delivers specialized machine learning and data science services to European financial institutions, with a primary focus on algorithmic trading, quantitative finance, and risk analysis. The company serves multiple European banks and insurance groups, applying state-of-the-art ML and AI models to client data for data analysis, model optimization, market scenario forecasting, and risk management. Its technical stack combines modern data science (data integration, analysis, and engineering) with parallel, GPU, and cloud computing infrastructure to produce robust forecasts and optimized models for regulated financial use cases.

The team is composed of practitioners alongside academic specialists from computer science and mathematics, positioning the firm as a hybrid theoretical-applied consultancy rather than a generalist IT services provider. There is no evidence of productized software, SaaS offerings, patents, published research, or external funding; the business operates as a bespoke professional services and consulting firm with project-based engagements. Go-to-market is direct enterprise sales to European financial institutions, with no disclosed pricing, marketing channels, or named customer logos beyond the two broad segments. The company is actively operating and recruiting (a Data Scientist position is open), but public disclosures are limited — the website carries a 2021 copyright, no headcount is reported, and there are no references to subsidiaries, investors, partnerships, or awards.

The business model is therefore best characterized as a boutique quant finance and AI consultancy: self-funded, vertically specialized in European banking and insurance, monetized through professional services engagements, and dependent on continued enterprise client relationships rather than recurring software revenue. The structural differentiators are domain depth accumulated since 2010, the academic-practitioner talent mix, and cost-base advantages from the Bratislava operating location.

Name

r7

Legal name

R7 CORP k.s.

Website

https://r7-corp.com

Company type

Private

Founded year

2010

Operating status

Operating

Short description

R7 CORP k.s. is a Bratislava-based boutique consultancy, founded in 2010, that builds machine learning and quantitative finance models for European banks and insurance groups to support algorithmic trading, risk management, and market forecasting.

Ownership category

akta.pro rank

Product category

Quantitative Finance Services

NAICS

Custom Computer Programming Services (541511), Scientific Research and Development Services (5417)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ)

akta.pro secondary industry

Feature Stores & ML Data Management (HDAAABAB)

Keywords

• Machine learning services
• Quantitative finance
• Algorithmic trading
• Risk management
• Predictive analytics

Headquarters

HQ city

Bratislava

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Professional Services and Consulting: R7 provides specialized machine learning and quantitative finance services to financial institutions, likely through project-based consulting engagements and ongoing professional services arrangements.

Go-to-market motion1 record

Distribution channels1 record

Core offering

R7 CORP provides machine learning, artificial intelligence, and data science services focused on algorithmic trading and quantitative finance. The firm delivers modern data science (data integration, analysis, and engineering), state-of-the-art ML/AI models, and high-performance parallel, GPU, and cloud computing to generate insights from client data and robust forecasts across market scenarios. Its solutions are deployed in European banks and insurance groups for data analysis, model optimization, market predictions, and risk management.

Product overview

R7 CORP is a quantitative finance and artificial intelligence company established in December 2010, offering machine learning services with a special focus on algorithmic trading and quantitative finance. The company provides state-of-the-art machine learning models, modern data science (data integration, analysis, and engineering), and powerful computational technology (parallel, GPU, and cloud computing). Solutions are deployed in European banks and insurance groups for data analysis, model optimization, and market predictions to manage risk appropriately.

Differentiator

Problem solved

Functional benefit

Products and services

• Algorithmic Trading and Quantitative Finance ML Services
• Risk Management Predictive Analytics Services
• Modern Data Science (Data Integration, Analysis and Engineering) Services

Named customers2 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Scale indicators1 record

Recent moves4 records

Expansion highlights4 records

Emerging players

• DataRobot: Enterprise AI/ML platform vendor (AutoML and MLOps) used by banks and insurers for model development. Adjacent to R7's work — competes for the same budgets around ML model building for finance — but differs in being a platform vendor rather than a custom consulting provider.

Broad incumbents

• Genpact: Large global professional services firm with a substantial financial-services analytics and AI practice. Competes with R7 for ML/data-science mandates inside European banks and insurers but operates at much larger scale and with a broader service portfolio.
• Accenture: Global consulting and systems integrator with a dedicated financial-services AI/ML practice. Overlaps with R7 in selling ML integration and model-development work to European banks and insurers, but as one offering within a much broader portfolio.
• Capgemini Engineering: European-headquartered IT services and engineering firm with a financial-services AI/data-science practice. Directly comparable to R7 in serving EU banks/insurers with ML integration work, but with substantially larger delivery capacity across geographies.
• McKinsey QuantumBlack: McKinsey's advanced analytics and AI unit, serving global banks and insurers on ML, risk modeling, and forecasting. Comparable to R7 in delivering high-end ML advisory and implementation to financial institutions, with top-tier brand and much larger engagement footprint.

Direct peers

• Feedzai: Portugal-headquartered AI/ML platform focused on risk and compliance for banks and payment processors. Closely comparable to R7 in deploying ML models into European financial institutions, though Feedzai is product-led versus R7's services-led model.
• Fractal Analytics: AI and analytics consulting company serving financial services, insurance, and consumer industries. Comparable to R7 in offering applied ML/data-science consulting to enterprise financial clients, with a similar practitioner-plus-researcher talent profile.
• Tiger Analytics: Data and AI consulting firm delivering ML solutions to banks, insurers, and asset managers. Directly comparable to R7's professional-services-led delivery model applied to financial-services clients, but with much larger headcount and global reach.
• Quantexa: UK-based data analytics and decision intelligence platform serving global banks and insurers for AML, fraud, and risk. Comparable to R7 in customer segment (European banks/insurers) and ML-for-finance orientation, with greater scale and external funding.
• EXL Service: Analytics and digital operations firm with a deep financial-services practice spanning banking, insurance, and capital markets. Comparable to R7 in combining data-science consulting with financial-industry domain expertise, but at materially larger scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

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 r7