AI-Powered Testing Built to Enterprise Standards
Higher standards for every enterprise. 6+ specialized AI agents cross-validate each test decision through a production-verified guardrail system. Generate, execute, and audit test cases with full traceability.
Self-hosted deployment available • NIST AI RMF aligned • SOC 2 Type II
Trusted by enterprise teams worldwide
Why Enterprises Struggle with QA Testing
Traditional approaches to test planning and execution cannot keep pace with modern release cycles.
Audit Trail Gaps
Manual testing produces inconsistent documentation that cannot withstand internal or external audits. Enterprises need full traceability of every testing activity.
Scaling QA Is Expensive
Hiring and retaining QA engineers is slow and costly. Test suites grow with every release, but team size stays flat. Approval workflows remain manual bottlenecks.
AI Without Guardrails
Generic AI tools hallucinate, inject unvalidated outputs, and lack safety controls. Enterprises cannot adopt AI testing without production-grade guardrails.
Multi-Agent AI Validation System
Most test automation tools rely on a single AI model. Letaria deploys 6+ specialized agents that cross-validate every decision before execution.
Step Interpreter
Parses natural language test steps into structured actions with intent classification.
Element Locator
AI-driven element identification with confidence scoring and alternative candidates.
Input Guard
Sanitizes all inputs before they reach the LLM. Blocks prompt injection and strips scripts.
Output Validator
Validates every LLM response for dangerous patterns, sensitive data leakage, and confidence thresholds.
Consistency Checker
Cross-validates AI reasoning against actions. Detects contradictions and applies confidence penalties.
Circuit Breaker
Halts execution on consecutive failures. Prevents cascading errors, wasted tokens, and runaway sessions.
How Letaria Compares
Web Browser Execution Agent: AI in Action
See how Letaria's multi-agent system drives a real browser, locates elements intelligently, validates with guardrails, and captures evidence -- all autonomously.
One Platform, Any System
Letaria deploys specialized AI execution agents for any enterprise system. Cloud orchestration with on-premises agents to keep data under your control.
Web Browser Execution Agent
Playwright / Chromium
Available NowAPI Execution Agent
REST / GraphQL
Coming SoonWindows Desktop Execution Agent
.NET / WPF / WinForms via WinAppDriver
RoadmapSAP GUI Execution Agent
SAP GUI Scripting
RoadmapMainframe Terminal Execution Agent
3270 / 5250 / AS400
RoadmapCitrix / VDI Execution Agent
Image-based automation
RoadmapMobile Execution Agent
iOS / Android via Appium
RoadmapJava Desktop Execution Agent
Swing / AWT
RoadmapOracle Forms Execution Agent
Oracle Forms
RoadmapNeed a Custom Execution Agent?
Any system with a programmable interface can be automated with a dedicated execution agent. Contact us to discuss your specific platform needs.
Contact us to discuss your platform →6-Layer AI Guardrail System
Every AI decision passes through multiple safety layers before execution. Designed for environments where AI errors have real consequences.
DOM Sanitization (Web)
Strips scripts, detects prompt injection attempts, and applies Azure AI Spotlighting pattern before page content reaches the LLM.
Output Validation
Blocks dangerous selectors, enforces 0.85 confidence threshold as hard-stop, and detects sensitive data leakage in LLM responses.
CSS Selector Grounding (Web)
Verifies every CSS selector returned by AI actually matches an element in the live DOM. Prevents hallucinated selectors from executing. Specific to the Web Browser Execution Agent.
Consistency Check
Detects contradictions between AI reasoning and actions. Applies confidence penalty when uncertain language contradicts high scores.
Circuit Breaker
Automatically halts execution after consecutive failures. Prevents cascading errors, wasted tokens, and runaway test sessions.
Full Audit Trail
Complete guardrail results logged per step. NIST AI RMF-aligned risk documentation with exportable compliance reports.
Deploy Inside Your Network. Keep Data Under Your Control.
Your code, documents, and test data never leave your infrastructure. Cloud orchestration with on-premises execution agents.
Self-Hosted Execution Agents
Deploy execution agents inside your corporate network, VPC, or air-gapped environment. Secure encrypted connectivity with automatic fallback.
Tenant Data Isolation
Row-level security, storage isolation, and queue isolation. Every tenant's data is cryptographically separated.
Complete Audit Logging
Every action logged with IP tracking, user identity, and timestamp. Export audit logs for regulatory review.
Bring Your Own Keys
Use your own LLM API keys. Data processed through your accounts. No third-party model training on your data.
Built for Enterprise QA Teams
A complete platform for AI-powered test generation and execution with enterprise-grade security and compliance.
AI Test Generation + Execution
From requirements to running tests. Generate Gherkin scenarios, then execute them against any target system with AI-driven automation and multi-agent validation.
Explainable AI with Citations
Every decision includes thinking traces, confidence scores, evidence-to-claim mapping, and alternatives considered. Full transparency for compliance.
Governance & Approvals
Sequential, quorum, or all-required approval policies. Digital signatures, review state machine, and complete audit trail.
Multi-Tenant Isolation
Row-level security, storage isolation, plan-based gating, and per-tenant budget tracking. True enterprise multi-tenancy.
JIRA & Azure DevOps
OAuth 2.0 secure connection. Import issues, sync test artifacts, and maintain bidirectional traceability links.
Professional Test Reports
HTML reports with screenshot evidence, pass/fail summaries, compressed image attachments, and exportable audit data.
Connect Your Existing Tools
Seamlessly integrate with the tools your team already uses.
JIRA Cloud
Import issues, sync test cases, and create traceability links automatically.
Available NowAzure DevOps
Connect to Azure Boards and import work items directly into your workflow.
Available NowMore Coming Soon
ServiceNow, HP ALM, TestRail, and custom integrations via API.
On RoadmapTrusted by QA Leaders Across Industries
See how enterprise teams are transforming their QA processes with multi-agent AI testing.
“Letaria reduced our test case creation time by 80% while providing full traceability for audits. The multi-agent guardrail system gave our compliance team the confidence to approve AI-assisted testing.”
“The 6-layer guardrail system and self-hosted execution agent deployment were exactly what we needed. Our patient data never leaves our network, and every AI decision has a complete audit trail.”
“We evaluated every AI testing tool on the market. Letaria is the only one with a genuine multi-agent architecture where agents cross-validate each other. The explainable AI with citations transformed how we document test coverage.”
Simple, Transparent Pricing
Start with a free trial and scale to enterprise. No hidden fees.
Team
For QA teams needing collaboration, governance, and cloud execution agents
- 200 workflow runs/month
- 1,000 test cases/month
- Web Browser + API Execution Agents (Cloud)
- JIRA & Azure DevOps (Full Sync)
- Approval workflows & e-signatures
- API access & audit log
- BYOK overflow mode
Enterprise
For enterprises with on-prem deployment, compliance, and unlimited scale
- All in Team, plus:
- Unlimited everything
- On-premises / self-hosted execution agents
- All execution agents (Desktop, SAP, Mobile...)
- SSO / SAML authentication
- Data residency (HK available)
- Dedicated customer success
Frequently Asked Questions
Common questions from enterprise QA teams and compliance officers.
Can Letaria be deployed inside our corporate network?
Yes. Letaria uses cloud orchestration with on-premises execution agents. Deploy agents inside your corporate network, VPC, or even air-gapped environments. Letaria orchestrates jobs via encrypted connections, while all browser automation and test evidence stays within your infrastructure.
How does Letaria prevent AI hallucination in test execution?
Every AI decision passes through our 6-layer guardrail system: G1 sanitises DOM input, G2 validates LLM output for dangerous patterns, G3 verifies selectors actually exist in the page DOM before execution (selector grounding), G4 checks reasoning-action consistency, G5 provides circuit breaker protection, and G6 logs a complete audit trail. This multi-layered approach catches hallucinated selectors, prompt injection attempts, and inconsistent reasoning.
What compliance frameworks does Letaria align with?
Letaria aligns with NIST AI Risk Management Framework (AI RMF) for AI governance, SOC 2 Type II for security controls, ISO 27001 for information security management, and Hong Kong PDPO for personal data protection. Our audit trail, approval workflows, and explainable AI features are designed to satisfy regulatory review requirements across all industries and jurisdictions.
Can we use our own LLM API keys?
Yes. Enterprise deployments support Bring Your Own Keys (BYOK). You can use your own API keys for OpenAI, Anthropic Claude, Google Gemini, or other LLM providers. Your data is processed through your accounts and is never used for third-party model training. This gives you full control over data sovereignty and cost management.
How does the approval workflow work?
Letaria supports policy-based approval workflows with four modes: any-one (single approver), all-required (every designated approver), sequential (ordered approval chain), and quorum (minimum number of approvals). Each policy can enforce comment requirements, specify required approvers, and filter by artifact type. All actions are logged in an immutable audit trail.
Is there support for Hong Kong data residency?
Yes. Enterprise deployments can be configured for Hong Kong data residency. Self-hosted execution agents keep test execution data within your HK infrastructure. Orchestration can be deployed in HK-region cloud providers. Storage for screenshots and reports uses tenant-isolated buckets with configurable retention policies.
Why does Letaria start with Hong Kong standards?
Hong Kong is the #1 financial centre in APAC and #3 globally (after New York and London). It has world-class regulatory standards from bodies like the HKMA and SFC that set a high bar for enterprise software quality and compliance. We start here because Hong Kong provides abundant practical use cases and demanding requirements. Meeting these standards means Letaria already exceeds what most global enterprises need. We are actively expanding to optimise for enterprises in other APAC regions and beyond.
What platforms can Letaria test beyond web browsers?
Letaria supports specialized execution agents for a wide range of enterprise platforms. The Web Browser Execution Agent (Playwright/Chromium) is available now. An API Execution Agent (REST/GraphQL) is coming soon. On our roadmap: Windows Desktop (.NET/WPF/WinForms), SAP GUI, Mainframe Terminals (3270/5250/AS400), Citrix/VDI, Mobile (iOS/Android via Appium), Java Desktop (Swing/AWT), and Oracle Forms. The same cloud orchestration drives all agent types — you can also request a custom execution agent for your specific platform.
How is Letaria's multi-agent system different from other AI testing tools?
Most AI testing tools use a single AI model to make decisions. Some newer tools are beginning to explore agentic features. Letaria is architecturally different: it deploys 6+ specialized AI agents — Step Interpreter, Element Locator, Input Guard, Output Validator, Consistency Checker, and Circuit Breaker — that cross-validate each other before any action is executed. This multi-agent validation pipeline catches hallucinations, inconsistencies, and dangerous patterns that a single model would miss.