BiG EVAL
BiG EVAL is a Swiss-headquartered enterprise data quality software company serving regulated industries including insurance, banking, and retail. Its BiG EVAL NX³ platform combines deterministic rules, AI, and human expertise to automate data validation across thousands of data assets.
- Company typePrivate
- Founded2010
- HeadquartersKloten, Switzerland
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What BiG EVAL does
BiG EVAL is a Swiss-headquartered enterprise data quality software company founded in 2010 by Thomas Bolt. The company develops the BiG EVAL NX³ platform for automated data quality testing, validation, and monitoring, primarily serving regulated enterprises (insurance, banking, financial services) and data-intensive organizations (retail, aviation, healthcare) across EMEA and North America. The company has 23+ named enterprise customers in production including Helsana, Swiss Life, Denner, Zurich Airport, CSS Versicherung, Vodafone, Otto, Vinci, and KNF, and is structured as Bolt Technology Consulting GmbH with a US subsidiary (BiG EVAL, Inc., Delaware) operating from Chicago.
The platform is built on a three-pillar architecture combining deterministic hard rules, AI-powered anomaly detection, and human expertise integration. The core Automation Engine uses metadata-driven testing to scale one rule definition across thousands of data assets — Helsana, the marquee customer, runs 17,000+ automated quality checks per day from a handful of reusable patterns. The platform is technology-neutral, with native connectors for databases (SQL Server, Oracle, Teradata, SAP), warehouses, cloud platforms, files, and APIs, enabling cross-system validation in a single test definition. Modular add-ons include AI Assistance (natural language to rules, AI coding agents, MCP connector for ChatGPT and Claude), Operations (alerting, ITSM and CI/CD integrations including Jira, Jenkins, Azure DevOps, GitLab CI), Insights (Data Quality Radar for real-time visualization), and Human Expertise (domain memory, trust surveys). The AI layer supports local self-hosted (Ollama with Mistral/Devstral), private cloud, or cloud LLM deployment.
BiG EVAL operates an enterprise B2B go-to-market combining direct sales (demos, proof of concepts, quote-based pricing) with a certified partner ecosystem of 1 Master, 5 Select, 10 Member, and 4 Technology partners including Microsoft. Pricing is modular annual subscription with a required Core module and optional add-on modules in Basic and Premium tiers, plus pre-built bundles. A free Radar Assessment tool provides a 5-minute self-service entry point into the sales motion. The company carries Swiss Made Software certification, is GDPR and Swiss FADP compliant, and is founder-controlled with no disclosed external institutional investment.
BiG EVAL firmographics
Firmographics- Name
- BiG EVAL
- Legal name
- Bolt Technology Consulting GmbH
- Website
- https://bigeval.com
- Company type
- Private
- Founded year
- 2010
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- BiG EVAL is a Swiss-headquartered enterprise data quality software company serving regulated industries including insurance, banking, and retail. Its BiG EVAL NX³ platform combines deterministic rules, AI, and human expertise to automate data validation across thousands of data assets.
- Ownership category
- akta.pro rank
BiG EVAL industry classification
Industry- Product category
- Data Quality and Observability Software
- NAICS
- Custom Computer Programming Services (541511)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Business Rules & Decision Management Platforms (BRMS/DMN) (HDAEAKAG)
- akta.pro secondary industries
- Developer Experience Platforms for Enterprise (IDEs, CI/CD, Dev Portals) (HDAEAKAI), Enterprise Application UX, Portals & Low-Code Extensions (BPAEAGAM)
Keywords
Where BiG EVAL is headquartered
LocationHeadquarters
- HQ city
- Kloten
- HQ country
- Switzerland
- HQ region
- Europe
Offices2 records
Markets served
BiG EVAL business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Annual Subscription (Modular): Annual subscription model with modular architecture. Each plan starts with Core engine, then adds modules (AI Assistance, Operations, Insights, Human Expertise) as Basic or Premium tiers. Pricing is quote-based, tailored to organization size and module selection. Multi-year contracts available with custom pricing.
- Implementation & Support Services: Partner ecosystem (IT-Logix, areto, BI4ALL, Business & Decision, etc.) delivers implementation services. Enterprise-wide rollouts typically 2-4 weeks with BiG EVAL support.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Core Basic - Foundation test automation engine |
| Subscription | Annual | Core Premium - Scale testing and governance |
| Usage-based | Annual | AI Assistance Basic - Natural language test building |
| Usage-based | Annual | AI Assistance Premium - Self-hosted AI options |
| Subscription | Annual | Operations Basic - Alerting and integrations |
| Subscription | Annual | Operations Premium - Enterprise process automation |
| Subscription | Annual | Insights Basic - Quality metrics and radar |
| Subscription | Annual | Insights Premium - Full landscape visibility and AI anomaly detection |
| Subscription | Annual | Human Expertise Basic - Capture expert knowledge |
| Subscription | Annual | Human Expertise Premium - Expert knowledge integration |
| Subscription | Annual | Test Automation Bundle |
| Subscription | Annual | Operations Bundle |
| Subscription | Annual | Suite |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels8 records
BiG EVAL product offering
Product offeringCore offering
BiG EVAL NX³ is a modular enterprise data quality and observability platform that automates the inspection and enhancement of enterprise data across databases, warehouses, cloud platforms, files, and APIs. It combines deterministic hard rules, AI-powered anomaly detection, and human expertise integration through metadata-driven test automation, real-time Data Quality Radar visualization, and CI/CD quality gates. The platform targets regulated and AI-driven organizations in financial services, insurance, and retail, with modular subscription pricing plus partner-delivered implementation services.
Product overview
BiG EVAL NX³ is a modular enterprise data quality platform offering three core pillars (Hard Rules, AI, Human Expertise) through a platform-plus-modules architecture. The core platform includes the Data Quality Radar for executive visibility and real-time quality visualization mapped to business structures, and the Automation Engine for metadata-driven test automation with massive scaling capabilities. Optional modules extend functionality: AI Assistance enables natural language test creation, AI-assisted generation, and flexible AI deployment (local/private cloud/cloud LLM); Operations provides alerting, process integration, and CI/CD quality gates; Insights delivers data quality metrics and visualization; and Human Expertise enables domain expert collaboration, trust surveys, and knowledge capture. The platform is Swiss-engineered with full on-premises deployment capability for data sovereignty, targeting regulated industries including financial services, insurance, and retail.
Differentiator
Problem solved
Functional benefit
Brands
- BiG EVAL NX³: The enterprise data quality platform combining hard rules, AI, and human expertise for data quality management
- Data Quality Radar
- Automation Engine
- AI Capabilities
- Human Expertise
- The Data Reliability Report
Products and services
- BiG EVAL NX³ Platform Modular enterprise data quality and observability platform combining hard rules, AI, and human expertise into one integrated system for regulated and AI-driven organizations.
- Data Quality Radar Real-time visualization module mapping data quality scores to business structures, with customizable domain hierarchies, configurable score aggregation, and drill-down navigation from organization level to individual checks.
- Automation Engine Metadata-driven test automation module enabling one rule definition to be applied across thousands of data assets, supporting CI/CD quality gates, cross-system validation, and hundreds of pre-built quality check templates.
- AI Capabilities AI module offering AI Data Governance, AI-Enhanced Validation (anomaly detection and plausibility), and AI-Assisted Test Generation (natural language to rules), with deployment options including local self-hosted via Ollama, private cloud, or cloud LLM.
- Human Expertise Module integrating Domain Memory, Trust Surveys, Briefbox, and Business Hub so that expert knowledge and business context are captured and connected to data quality checks and findings.
- Core Module Required base module providing the full test engine with comparisons, performance, schema drift, custom scripted test methods, unlimited tests and test instances, scheduling, parallel execution, data models abstraction layer, template gallery, selective migration, email alerts, and dashboards.
- AI Assistance Module Add-on module providing AI coding agents for test and suite scripting, test case suggestions from metadata, and AI-assisted test concept creation, with bring-your-own-AI support (cloud keys, private cloud, or fully self-hosted models) in the Premium tier.
- Operations Module Add-on module delivering alerting and enterprise process automation, including Microsoft Power Automate integration, webhook alerts, Jira integration, quality gates in data integration processes, conditional triggers, escalation chains, and delivery guarantees.
- Insights Module Add-on module providing data quality metrics from validation results and Data Quality Radar visualization, with Premium tier adding unlimited domain models, manual and calculated metrics, and AI anomaly detection.
- Human Expertise Module (Subscription) Add-on subscription tier of the Human Expertise module offering Briefbox for proactive context notes from domain experts and Trust Surveys for measuring business trust in data; Premium adds Domain Memory with reasoning, Business Hub, input workflow, and issue tracking.
- BiG EVAL REST API REST API for programmatic execution of test suites, integration with CI/CD pipelines, and enterprise automation, with authentication support.
- BiG EVAL PowerShell Module PowerShell cmdlets enabling programmatic execution of test suites, custom automation scripts, and enterprise integration with the BiG EVAL platform.
- Radar Assessment Free interactive self-service tool enabling prospects to assess data quality risks by selecting their industry, rating risks, and visualizing a personalized Data Quality Radar in approximately 5 minutes without requiring sign-up.
- MCP Connector Model Context Protocol (MCP) connector that integrates BiG EVAL with ChatGPT, Claude, and other LLMs so AI agents can create, run, and analyze data quality tests programmatically.
Quantifiable outcome
- 17,000 automated quality checks per day (Helsana)
- +5 more outcomes
Companies that use BiG EVAL
Customer profileNamed customers18 records
Segments3 records
Ideal customer profiles3 records
BiG EVAL technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration18 records
AI capability10 records
Feature6 records
BiG EVAL partnerships and signals
Strategic signalPartnerships
18 partnerships are on record, tiered master partner, select partner, member partner and technology partner.
- IT-Logix AGmaster partnerMaster Partner - most deeply integrated partner with proven BiG EVAL expertise across complex engagements. Swiss Business Intelligence, Data Warehouse and Data Science expert with large knowledge network.
- aretoselect partnerSelect Partner - business intelligence consulting company founded in 2007, specializing in Data Strategy, Data Analytics, Data Platforms, Data Automation, Data Warehousing, Data Governance, Data Science and Data Engineering across German-speaking area.
- BI4ALLselect partnerSelect Partner - consulting company with 18+ years experience in Data Analytics and Artificial Intelligence. Award-winning company helping organizations with Digital Transformation and Data Strategy.
- Business & Decisionselect partnerSelect Partner - part of Orange Group, leading management consultancy and system integrator for Data Intelligence & Digital Experience. Front runner in Big Data, AI and Digital since 1992.
- Sprint Milestoneselect partnerSelect Partner - strategy and analytics consultancy specializing in data management, business intelligence and predictive analytics. Provides training and coaching to build customer capabilities.
- UD4Dselect partnerSelect Partner - founded 2013 by Michal Ventruba after building Gartner BI Excellence Award-winning BI environment in banking sector. Offers comprehensive view of information management.
- b.telligentmember partnerMember Partner - management consultancy specializing in BI, CRM, DWH and Big Data for mass market industries. Industry leaders from telecommunications, financial services, trade and manufacturing.
- biz.Telligencemember partnerMember Partner - specialized CRM service provider for customer acquisition, development and reactivation in retail, service and hospitality industries.
- Data Brainstormmember partnerMember Partner - young multi-technology consulting company offering services in data warehousing, cloud computing and advanced analytics. Supports from requirements analysis to implementation.
- Data Entregamember partnerMember Partner - provides end-to-end Professional and Managed Services for Data Warehousing. Focused on next-generation strategies and products.
- Engaging Datamember partnerMember Partner - uses innovative Data Automation tools to integrate data into accessible and secure platforms. Expert behind Data Automation.
- infoViamember partnerMember Partner - simplifies data management for growing organizations. 35 successful Data Vault designs worldwide.
- Paris Technologies Inc.member partnerMember Partner - data management, BI, analysis and reporting software company dedicated to applications that improve productivity through data-driven decision making.
- plus-IT GmbHmember partnerMember Partner - founded 2000 in Upper Bavaria, Germany. Specialized in Business Intelligence software and services with pioneering industry experience.
- AnalyticsCreatortechnology partnerTechnology Partner - Data Automation for analytical applications. Third generation software, constantly evolving.
- Datavault Buildertechnology partnerTechnology Partner - award-winning business-driven data warehouse automation solution. Visual data integration tool empowering organizations to trust their data.
- Microsofttechnology partnerTechnology Partner - Microsoft Cloud Partner Program member. BiG EVAL supports Entra ID (Azure AD) for SSO and directory synchronization in Premium tier.
- WhereScapetechnology partnerTechnology Partner - automation for designing, developing, deploying and operating data infrastructure. Thousands of users worldwide rely on WhereScape automation.
Scale indicators19 records
Recent moves6 records
Expansion highlights7 records
BiG EVAL competitors and assessment
Company assessmentBroad incumbents
- Precisely: Data integrity and data quality vendor with strong position in financial services and insurance. Combines data quality, integration, geo-analytics, and address verification. Overlaps with BiG EVAL on rule-based validation and audit-ready quality reporting for regulated buyers.
- Talend (Qlik): Data integration and data quality platform, now part of Qlik. Provides data quality, profiling, and stewardship within a broader integration suite. Competes for similar enterprise buyers needing data validation and cleansing at scale.
- Informatica: Market-leading data integration and data quality platform serving Fortune 500 enterprises globally. Overlaps with BiG EVAL on data quality, validation, and governance, but offers a vastly broader portfolio (integration, MDM, catalog) rather than specializing in test automation and rule-based validation.
- Collibra: Data intelligence and governance platform with data quality, catalog, and lineage capabilities. Overlaps with BiG EVAL's governance and quality dimensions but is broader in scope (catalog, stewardship, privacy). Targets similar enterprise buyers in regulated industries.
- Alation: Data catalog and governance platform with data quality signals and stewardship workflows. Competes for governance and data trust budget at enterprise buyers, though more focused on discovery and catalog than BiG EVAL's test automation depth.
Direct peers
- Ataccama: Enterprise data quality platform combining AI/ML with rule-based profiling and master data management. Most direct competitor to BiG EVAL: targets regulated industries (banking, insurance), offers similar data quality scoring, anomaly detection, and metadata-driven automation. Both position around AI-augmented data quality for regulated enterprises.
- Monte Carlo: Data observability platform providing anomaly detection, freshness monitoring, and data reliability for AI-driven organizations. Most direct competitor to BiG EVAL's AI-enhanced validation and observability positioning. Targets similar data engineering and AI teams in modern enterprises.
Emerging players
- Datafold: Data testing and observability platform focused on data diffing, regression testing, and pipeline monitoring. Overlaps with BiG EVAL's automation engine and metadata-driven testing capabilities, particularly for data engineering teams adopting CI/CD for data.
- Great Expectations: Open-source data quality framework for data engineers, with commercial cloud offering. Competes in data testing and validation space, particularly with engineering-led teams that may bypass enterprise platforms like BiG EVAL in favor of code-first approaches.
- Soda: Data observability and quality testing platform with open-source roots. Provides data checks, anomaly detection, and monitoring. Competes in adjacent segment (data engineering-led adoption) versus BiG EVAL's enterprise-platform model.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks7 records
Key highlights7 records
Customer concentration
BiG EVAL social profiles
Digital presenceBiG EVAL compliance and trust
Trust signalCompliance3 records
BiG EVAL financial estimates
Financial estimateRevenue estimate
Valuation estimate
BiG EVAL leadership team
Management profileNumber of profiles
Profiles1 record
BiG EVAL funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
BiG EVAL 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 BiG EVAL
What does BiG EVAL do?
BiG EVAL NX³ is a modular enterprise data quality and observability platform that automates the inspection and enhancement of enterprise data across databases, warehouses, cloud platforms, files, and APIs. It combines deterministic hard rules, AI-powered anomaly detection, and human expertise integration through metadata-driven test automation, real-time Data Quality Radar visualization, and CI/CD quality gates. The platform targets regulated and AI-driven organizations in financial services, insurance, and retail, with modular subscription pricing plus partner-delivered implementation services.
Is BiG EVAL a public or private company?
BiG EVAL is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was BiG EVAL founded?
BiG EVAL was founded in 2010. It employs 11 to 50 people.
Where is BiG EVAL based?
BiG EVAL is headquartered in Kloten, Switzerland, in the Europe region.
How does BiG EVAL make money?
Two revenue lines are on record. Annual Subscription (Modular) is the primary driver. The others are implementation & Support Services.
Who are BiG EVAL's main competitors?
Broad incumbents on record are Precisely, Talend (Qlik), Informatica, Collibra and Alation. Direct peers are Ataccama and Monte Carlo. Emerging players are Datafold, Great Expectations and Soda.
Does BiG EVAL have an API?
Yes. REST API for programmatic execution of test suites, integration with CI/CD pipelines, and automation. Available for enterprise deployments. The platform also offers a PowerShell module for programmatic execution of test suites and custom cmdlets. Developer documentation is at bigeval.com/docs/dev/restapi/introduction.
What industry is BiG EVAL in?
BiG EVAL's product category is Data Quality and Observability Software. Its primary akta.pro industry code is HDAEAKAG, Business Rules & Decision Management Platforms (BRMS/DMN), with a secondary code of HDAEAKAI, Developer Experience Platforms for Enterprise (IDEs, CI/CD, Dev Portals). Its NAICS code is 541511 and its SIC code is 7370.