Autonomous regression testing for Banking
Autonomous regression testing for banking. Banks operate under Central Bank of Azerbaijan supervision and banking-secrecy rules, so customer data cannot go to foreign clouds.
Autonomous Regression Testing for Banking
Ensure the stability of your banking applications while adhering to Central Bank of Azerbaijan supervision and strict banking-secrecy rules. Our self-hosted AI testing platform enables financial institutions to automate complex regression testing without sending sensitive customer data to foreign clouds. By utilizing AI computer-use agents, the system handles autonomous testing for enterprise web applications, ensuring that critical banking workflows remain functional across updates. Unlike traditional automation, this platform focuses on objective-based testing using versioned YAML scenarios rather than fragile selectors or coordinates. It is designed to complement existing tools like Playwright, utilizing deterministic scripts for stable flows while deploying AI agents for long, multi-role, and frequently changing scenarios. This hybrid approach allows banks to maintain high velocity in their release cycles without compromising the rigorous security standards required for financial infrastructure.
Solving Banking Compliance and QA Challenges
Maintain strict data residency and banking-secrecy obligations via a fully self-hosted deployment of ten containers with no external SaaS dependency.
Reduce manual effort in detecting defects through autonomous scenario execution that observes screenshots and reasons through state changes.
Generate detailed evidence for audit and regulatory compliance with persisted step logs and build stamps for every environment under test.
Manage complex banking processes with multi-role workflows, allowing creators, approvers, and suppliers to run in independent, authenticated sessions.
Optimize operational expenditure using a two-tier model execution strategy that only escalates to stronger models upon agent-side failure.
Prevent environment collisions during parallel testing through run-scoped test data naming, ensuring stability in shared banking environments.
Enterprise-Grade Testing Capabilities
Self-Hosted Infrastructure
Deployed as ten containers with a shared artifact volume, eliminating external SaaS dependencies to keep data within your controlled environment.
Multi-Role Workflows
Simulate complex banking processes where creators, approvers, and suppliers each operate in fresh, independently authenticated browser sessions.
Secure Credential Management
Logins are performed deterministically by script, never by the AI agent, with credentials resolved through an encrypted secret store.
Independent Verification
To ensure objectivity, assertions are checked by an independent verifier rather than the agent that performed the action.
Model-Agnostic Routing
Switch models via database configuration without redeploying code, utilizing a router that probes provider endpoints for vision and grounding support.
The Autonomous Testing Process
Frequently Asked Questions
How does the system handle banking secrecy and data privacy?
The platform is entirely self-hosted, meaning no customer data is sent to foreign clouds, ensuring compliance with local regulatory requirements and banking-secrecy rules.
Does the AI automatically report bugs to production?
No. The AI flags suspected product bugs with a ready-to-file report, but a human must review and file the defect; the AI never asserts a defect on its own authority.
Does this replace existing tools like Playwright?
It complements them. Use deterministic scripts for stable flows and AI agents for long, multi-role, or frequently changing scenarios.
How is the cost of AI model usage managed?
Every model call is metered, with costs aggregated from the individual call up to the scenario, suite, and release level for full transparency.
How does the system handle model updates or changes?
Model selection lives in the database and is read per run. Changing a model takes effect on the next unit of work without requiring any code redeployment.
Secure Your Banking Infrastructure
Implement autonomous regression testing that respects your regulatory obligations. Contact Allmaz to learn more about our self-hosted AI testing engines.
Request a demo