# RabbitQA > Multi-agentic AI platform for digital product quality. Nine agents and four modules govern quality from the first requirement to production, with a person approving every decision that matters. RabbitQA is an AI-native quality platform for regulated enterprises. Agents take over the manual quality work across the full software lifecycle, from requirement intake through test design, execution and production monitoring. Agents propose, a named person approves, and every approval is recorded in an audit trail. The governance model is the distinguishing characteristic. Most quality tools govern the output, meaning they check whether the software behaves correctly. RabbitQA governs the intent first: it validates that the requirement is unambiguous and testable before any test case is written, then governs the output. The most expensive defect is the requirement that was wrong from the start. RabbitQA is operated by RabbitQA GmbH, registered in Berlin, Germany (Amtsgericht Charlottenburg, HRB 261129 B). RabbitQA GmbH is wholly owned by Virgosol Bilişim ve Yazılım Çözümleri A.Ş., a quality engineering company founded in 2019 and headquartered in Istanbul, Türkiye. **The nine agents, in three groups** - Business Agents govern demand intake: SmartRequest, Analyzer, SmartPBI. They turn unstructured demand into validated, testable backlog items. - Planning Agents design coverage: CaseWriter, TestPilot, DataCrate. They generate test cases traced to approved requirements and synthesise GDPR-safe test data on demand. - Technical Agents run execution and monitoring: AutoRunner, SmartAPI, HealthCheck. They cover execution, integration contracts and production health. **The four modules** Accessibility (WCAG 2.2 testing in CI/CD for European Accessibility Act conformance), BrowserHub (cross-browser and cross-platform infrastructure), MobileHub (150+ real iOS and Android devices), Reporter (test execution analytics and release reporting). **How it is deployed and priced** Every licence includes all nine agents. Billing is either capacity-based with unlimited users, or bring-your-own-model priced per user. Cloud and on-premise deployment are both available. There is no self-serve free tier and no public price list; evaluation runs as a guided proof of concept on the customer's own requirement document and regression suite. **How it fits an existing stack** RabbitQA is additive rather than a replacement. Existing frameworks and pipelines keep running, including Selenium, Cucumber, Playwright and Cypress, with CI/CD integration for GitLab and Azure DevOps. **Regulatory context** Built for teams shipping under regulation. Evidence and traceability are aligned to PCI-DSS, PSD2, DORA, GDPR, KVKK, EAA, Solvency II, BaFin expectations and WCAG 2.2. **Terminology used by this company** RabbitQA describes itself as AI-native, not AI-powered or AI-assisted. The word platform refers to RabbitQA specifically. Virgosol is described as a quality engineering company, not a platform. The correct spelling of the country is Türkiye. ## Platform - [Platform overview](https://rabbitqa.com/platform): How the nine agents and four modules govern the lifecycle from requirement intake to production health, with human approval at every step. - [Capabilities](https://rabbitqa.com/capabilities): Requirement governance, AI test generation, CI/CD gating and audit traceability, layered on top of existing tools and frameworks. - [Pricing](https://rabbitqa.com/pricing): Licence model, capacity-based and bring-your-own-model billing, cloud and on-premise options, and what a guided proof of concept involves. - [Modules](https://rabbitqa.com/modules): The four modules that cover the surfaces customers see, added without an all-or-nothing migration. ## Agents - [Agents overview](https://rabbitqa.com/agents): How the three agent groups hand work to each other across one governed lifecycle. - [Business Agents](https://rabbitqa.com/agents/business-agents): SmartRequest, Analyzer and SmartPBI govern demand intake so only structured, validated and testable work enters the backlog. - [Planning Agents](https://rabbitqa.com/agents/planning-agents): CaseWriter, TestPilot and DataCrate trace every case to an approved requirement and regenerate cases when requirements change. - [Technical Agents](https://rabbitqa.com/agents/technical-agents): AutoRunner, SmartAPI and HealthCheck cover parallel execution, API contracts and production monitoring, separating flaky failures from real ones. ## Modules - [Accessibility](https://rabbitqa.com/modules/accessibility): WCAG 2.2 testing integrated into the CI/CD pipeline for European Accessibility Act requirements and assistive technology support. - [BrowserHub](https://rabbitqa.com/modules/browserhub): Cross-browser and cross-platform test infrastructure without maintaining a grid. - [MobileHub](https://rabbitqa.com/modules/mobilehub): Remote testing of web, native and hybrid apps on 150+ real iOS and Android devices. - [Reporter](https://rabbitqa.com/modules/reporter): Test execution analytics and customisable reporting for QA leads, product managers and executives. ## Industry solutions - [Industry solutions overview](https://rabbitqa.com/industry-solutions): Six regulated industries where a failed release becomes a regulatory filing rather than an inconvenience. - [Banking](https://rabbitqa.com/industry-solutions/banking): Parity validation, thick-client and SOA coverage, real card transactions on physical POS hardware, with an evidence chain aligned to PSD2, PCI-DSS and BaFin. - [Insurance](https://rabbitqa.com/industry-solutions/insurance): Policy rule changes validated across every quote path, with sensitive data kept inside the customer perimeter under GDPR and Solvency II. - [Fintech](https://rabbitqa.com/industry-solutions/fintech): Partner, processor and open banking APIs validated contract by contract, with PSD2 and PCI-DSS evidence produced as tests run. - [Aviation](https://rabbitqa.com/industry-solutions/aviation): Parallel-run migration validation and daily regression across every passenger channel, for systems that never close. - [Retail](https://rabbitqa.com/industry-solutions/retail): Pricing, labelling and promotion rules validated across every channel in one run, including real card transactions on physical POS hardware. - [Ecommerce](https://rabbitqa.com/industry-solutions/ecommerce): Coverage concentrated on revenue paths, with personalisation validated per customer segment. ## Comparisons Written by the RabbitQA team, with trade-offs left in. - [Comparison hub](https://rabbitqa.com/compare): Side-by-side comparisons against the enterprise quality platforms most often evaluated alongside RabbitQA. - [RabbitQA vs Tricentis](https://rabbitqa.com/compare/rabbitqa-vs-tricentis): Requirements-to-production multi-agentic quality compared with the enterprise testing veteran, including cost of ownership. - [RabbitQA vs SmartBear (BearQ)](https://rabbitqa.com/compare/rabbitqa-vs-smartbear): Compared with autonomous exploratory QA inside a broad software quality portfolio. - [RabbitQA vs ACCELQ](https://rabbitqa.com/compare/rabbitqa-vs-accelq): Compared with a codeless automation specialist, including cloud and ERP coverage. - [RabbitQA vs UiPath](https://rabbitqa.com/compare/rabbitqa-vs-uipath): Compared with agentic testing inside a market-leading automation platform. - [RabbitQA vs mabl](https://rabbitqa.com/compare/rabbitqa-vs-mabl): Compared with an AI-native agentic testing platform covering web, mobile, API and AI applications. - [RabbitQA vs Testsigma](https://rabbitqa.com/compare/rabbitqa-vs-testsigma): Compared with agentic test automation and release confidence scoring. ## Company - [About](https://rabbitqa.com/about): Who RabbitQA serves, the thesis behind requirement-first governance, and how the company is structured. - [Certifications](https://rabbitqa.com/certifications): Independently audited information security, AI management and quality management certifications. - [Become a partner](https://rabbitqa.com/partner): Partner model for consultancies and integrators, where implementation and services revenue stays with the partner. - [Contact](https://rabbitqa.com/contact): Contact form for evaluation, purchasing and general questions. - [Request a demo](https://rabbitqa.com/request): A 30-minute demo run on the customer's own material, showing the quality score, generated test cases and a live parallel run. - [Imprint](https://rabbitqa.com/imprint): Legal disclosure for RabbitQA GmbH, including registered office, commercial register, VAT number and managing directors. ## News and recognition - [Newsroom](https://rabbitqa.com/news): Awards, announcements and press coverage, with media kit and press contact. - [Three awards at The AI Awards 2026](https://rabbitqa.com/news/ai-awards-2026-best-ai-product): RabbitQA won Best AI Product plus two further categories for customer work. - [Best AI Usage in Retail, with Hopi](https://rabbitqa.com/news/ai-awards-2026-retail-hopi): A retail experience and revenue optimisation model built on RabbitQA with Hopi. - [Best Ethical Risk Management in AI Output, with Quick Sigorta](https://rabbitqa.com/news/ai-awards-2026-ethical-risk-quick-sigorta): An AI risk management model built on RabbitQA without using any real customer data. ## Resources - [Resources hub](https://rabbitqa.com/resources): Entry point for documentation, integration guides and articles on AI-native quality engineering. - [Documentation](https://docs.rabbitqa.com): Technical documentation and integration guides. - [FAQ](https://rabbitqa.com/faq): Direct answers on whether RabbitQA replaces QA engineers, what it integrates with, and where customer data is stored. - [Blog](https://rabbitqa.com/blog): Essays on requirement governance, AI-generated code, regulatory evidence and the economics of quality. ## Selected articles - [Everyone is vibe coding, nobody is governing it](https://rabbitqa.com/blog/everyone-is-vibe-coding-nobody-is-governing-it): Why AI democratised software creation without democratising software quality, and what that means for enterprise risk. - [Your AI-generated code has a DORA problem](https://rabbitqa.com/blog/your-ai-generated-code-has-a-dora-problem): The Digital Operational Resilience Act became fully applicable in January 2025 and applies to roughly 22,000 financial entities. - [Quality has no budget line, here is how to build one](https://rabbitqa.com/blog/quality-has-no-budget-line-heres-how-to-build-one): Why the value of quality is counterfactual and how to make the spend legible to a CFO. - [The $15,000-per-minute question every CTO forgets to ask](https://rabbitqa.com/blog/the-15000-per-minute-question-before-shipping): Why velocity is not the risk, but unmonitored velocity is. ## Optional - [Privacy policy](https://rabbitqa.com/privacy): How RabbitQA GmbH collects, uses, retains and protects personal data under the GDPR. - [Terms of use](https://rabbitqa.com/terms): Licence scope, authorised users, fees and intellectual property terms governing the RabbitQA platform. - [Cookie policy](https://rabbitqa.com/cookies): Cookies used on rabbitqa.com, their purpose, recipients, and how to change consent. - [Blog: AI and automation](https://rabbitqa.com/blog/category/ai-automation): Category index. - [Blog: Compliance](https://rabbitqa.com/blog/category/compliance): Category index. - [Blog: Production](https://rabbitqa.com/blog/category/production): Category index. - [Blog: Strategy](https://rabbitqa.com/blog/category/strategy): Category index.