Specialized AI agents — coordinated by an orchestrator, part of the 16-agent T-Sigma Suite — turn your application and its changes into automated test coverage across Playwright and Selenium. No brittle record-and-playback scripts. No regression suite that rots the moment a button moves.
Traditional test automation is a maintenance tax. Scripts are hand-written against a UI snapshot, and every release that moves a button, renames a field, or restructures a component breaks them. Teams end up spending more time fixing tests than writing new ones — and coverage quietly degrades as a result.
Test Studio replaces that model with a system of specialized AI agents, coordinated by an orchestrator that decomposes a testing goal into discrete tasks — discovery, locator confirmation, script generation, validation — and hands each to the agent built for it. The agents share a common state store, so what one agent learns about your application informs the others.
Record-and-playback tools capture a sequence of clicks. Test Studio's agents understand intent. Given a user journey or requirement, the orchestrator breaks it into goals, and specialized agents handle discovery of the relevant UI, confirmation of stable locators, generation of framework-native test code, and validation against the live application — including a dedicated sub-agent tuned specifically to Radix UI component patterns for teams on that design system.
Because generation is template-driven rather than hand-coded, the same underlying specification can produce automation in the framework your team already standardizes on: Playwright with C#, Selenium with Java, or Selenium with C#. You own portable, standard test code — not a proprietary scripting language you can't take with you.
The single biggest source of flaky automated tests is a locator that was guessed from static markup instead of verified against what actually renders. Test Studio's agents operate under a strict confirmed-locator-only policy — every selector used in generated code has been checked against the live, rendered DOM first. It's a simple rule with an outsized effect on how much your team trusts a red test result.
Enterprise applications are rarely built on one frontend stack. Test Studio has been engineered with framework-specific locator discovery logic for React with Vite and Radix UI, Angular, Next.js, and Vue — and extends to the cross-domain, multi-portal workflows common in claims administration, policy servicing, and core banking, including journeys that pass through a single sign-on layer between systems.
The same specification and agent architecture that generates functional test coverage extends to performance and load scenarios — so performance testing isn't a separate tool with a separate spec to maintain, but another lens on the same automated coverage.
Traditional automation is hand-authored, brittle against UI change, and accumulates maintenance debt with every sprint.
Test Studio generates and maintains coverage from specifications, using confirmed locators and standard frameworks your team already owns.
Every engagement starts with a scoped pilot against one application or user journey — so you see generated, confirmed-locator test coverage running against your own system before committing further.
Replace brittle, manually maintained regression suites with agent-generated coverage that adapts as your application evolves — regression confidence without a growing maintenance backlog.
Claims, policy administration, and core banking systems often span multiple portals behind a single sign-on layer. Test Studio's agents follow the full journey, not just one application at a time.
React, Angular, Next.js, and Vue applications — often several within the same organization — get consistent, framework-aware automation from a single platform instead of a patchwork of tools.
Start with a scoped pilot — we generate confirmed-locator automation against one of your real applications. Then you decide.
See Test Studio in ActionFeed Test Studio's agents your regulatory obligations and system knowledge so generated coverage reflects what actually matters to your business and your auditors.
Test Studio proves your code works. Attest independently certifies the AI agents that code powers, before they reach production.