Multi-Agent AI Testing Platform

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

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Trusted by enterprise teams worldwide

Global Bank
SaaS Platform
Insurance Provider
Healthcare System
Government Agency
E-Commerce Enterprise
SOC 2 Type II
NIST AI RMF
ISO 27001
PDPO Compliant

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.

Industry First

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.

01

Step Interpreter

Parses natural language test steps into structured actions with intent classification.

02

Element Locator

AI-driven element identification with confidence scoring and alternative candidates.

03

Input Guard

Sanitizes all inputs before they reach the LLM. Blocks prompt injection and strips scripts.

04

Output Validator

Validates every LLM response for dangerous patterns, sensitive data leakage, and confidence thresholds.

05

Consistency Checker

Cross-validates AI reasoning against actions. Detects contradictions and applies confidence penalties.

06

Circuit Breaker

Halts execution on consecutive failures. Prevents cascading errors, wasted tokens, and runaway sessions.

6+
Specialized AI Agents
61.2%
More Efficient vs Single-Model
33%
Faster Execution

How Letaria Compares

Testim / Katalon / FunctionizeSingle AI model
Mabl / BrowserStackEarly agentic features
Letaria6+ agents cross-validating each decision

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.

Web Browser Execution Agent (Playwright)
https://your-app.example.com/transactions
Transaction Search
Date Range
Account
Amount
Search Transactions
Letaria AI Agent
Interpreting natural language step...
Step 3 of 8
"Enter transaction amount and click Search"
Parsed: fill input#amount with "50,000.00" then click button.search
AI Execution Agents

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 Now

API Execution Agent

REST / GraphQL

Coming Soon

Windows Desktop Execution Agent

.NET / WPF / WinForms via WinAppDriver

Roadmap

SAP GUI Execution Agent

SAP GUI Scripting

Roadmap

Mainframe Terminal Execution Agent

3270 / 5250 / AS400

Roadmap

Citrix / VDI Execution Agent

Image-based automation

Roadmap

Mobile Execution Agent

iOS / Android via Appium

Roadmap

Java Desktop Execution Agent

Swing / AWT

Roadmap

Oracle Forms Execution Agent

Oracle Forms

Roadmap

Need 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 →
Production-Verified

6-Layer AI Guardrail System

Every AI decision passes through multiple safety layers before execution. Designed for environments where AI errors have real consequences.

G1

DOM Sanitization (Web)

Strips scripts, detects prompt injection attempts, and applies Azure AI Spotlighting pattern before page content reaches the LLM.

G2

Output Validation

Blocks dangerous selectors, enforces 0.85 confidence threshold as hard-stop, and detects sensitive data leakage in LLM responses.

G3

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.

G4

Consistency Check

Detects contradictions between AI reasoning and actions. Applies confidence penalty when uncertain language contradicts high scores.

G5

Circuit Breaker

Automatically halts execution after consecutive failures. Prevents cascading errors, wasted tokens, and runaway test sessions.

G6

Full Audit Trail

Complete guardrail results logged per step. NIST AI RMF-aligned risk documentation with exportable compliance reports.

Enterprise Security

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.

Your Corporate Network
Execution Agent
AI-powered automation
Test Evidence
Screenshots & reports
Execution Agents
Web, API, Desktop, ...
TLS Encrypted
Letaria Cloud (Orchestration)
Job Queue
Orchestration
Results API

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 Now

Azure DevOps

Connect to Azure Boards and import work items directly into your workflow.

Available Now
+

More Coming Soon

ServiceNow, HP ALM, TestRail, and custom integrations via API.

On Roadmap

Trusted 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.

Head of QA
Global Enterprise Bank
Financial Services

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.

VP Engineering
Healthcare SaaS Platform
Healthcare

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.

Director of Quality
Enterprise Software Company
Technology

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

$799/seat/mo
  • 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
Recommended for Enterprise

Enterprise

For enterprises with on-prem deployment, compliance, and unlimited scale

Custom
  • 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.

Ready to Bring AI Testing to Your Organisation?

See how Letaria's multi-agent AI platform can transform your QA process with enterprise-grade guardrails and full traceability.

Typical deployment: 2 weeks • Dedicated onboarding team • No credit card required for trial