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< 1%
False Positive Rate
95%
Detection Accuracy
Real-time
Continuous Validation
Zero
Maintenance Required
Definition

What l10n Validation Means

Localization validation ensures your translated content displays correctly and locale-specific behavior works-translations complete and accurate, cultural appropriateness, locale-specific feature toggles.

Why It Matters

  • Launch localized products with confidence
  • Prevent culturally embarrassing content
  • Ensure revenue accuracy across regions
L10N

l10n Agent

Specialized AI Agent

Deep vertical intelligence with System Graph context for comprehensive l10n validation.

Agent Capabilities

  • Translation completeness verification
  • Context-appropriate translation checking
  • Locale-specific feature validation
  • Cultural content appropriateness
  • Regional pricing/formatting accuracy
The Challenge

Why Traditional Approaches Fail

Translation management systems track strings, but not context. Missing translations appear as keys in production. Translations that are complete but contextually wrong confuse users. Locale-specific features break without dedicated testing.

Scripts break with UI changes
No system context awareness
Constant maintenance burden
Limited failure detection
The Zof Solution

How l10n Agent Works

The l10n Agent validates translations in context, ensuring not just completeness but appropriateness. It verifies locale-specific behaviors work correctly and catches the localization issues that translation management systems miss.

System Graph powered context
Deep vertical intelligence
Self-healing validation
Zero maintenance
Workflow

How l10n Validation Works

01

System Graph Analysis

The agent analyzes the System Graph to understand relevant l10n-related components and dependencies.

02

Intelligent Targeting

Based on code changes and system context, the agent identifies the highest-risk areas for l10n validation.

03

Deep Validation

The l10n Agent executes comprehensive validation using its specialized domain expertise.

04

Result Correlation

Results are correlated with the System Graph to identify root causes and affected components.

05

Actionable Reporting

Detailed reports with evidence, reproduction steps, and fix suggestions are generated.

Dashboard

l10n Agent in Action

l10n Agent dashboard showing configuration, execution progress, and validation results
ConfigurationExecutionResultsReports
Detection

Failure Modes Others Miss

Traditional tools catch surface-level issues. The l10n Agent detects the deep failures that cause production incidents.

WRMissing translations showing as keys
WRContextually incorrect translations
WRLocale-specific features disabled incorrectly
WRRegional pricing displayed wrong
WRCultural inappropriateness in content
WRPlaceholder text in production
Impact

Business Outcomes

Launch localized products with confidence
Prevent culturally embarrassing content
Ensure revenue accuracy across regions
Reduce localization QA cycles
Pricing

Deploy l10n Validation

Includes System Graph access, l10n Agent, full dashboard, and execution engine.

Starter

$149/mo

l10n agent only

  • l10n Agent
  • System Graph access
  • Dashboard
  • Email support
Get Started

Enterprise

Custom

All 19 categories + custom agents

  • All 40+ agents
  • Custom agent support
  • VPC deployment
  • Dedicated support
Contact Sales

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Ready to Deploy l10n Validation?

See how the l10n Agent prevents production failures with System Graph intelligence.