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Identity surfaces for AI agents, multilingual systems, and quality evaluation. Personal brand, translation tooling, and cross-lingual eval work.

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A-Identity-Z

Multilingual AI Services · Translation · Interpretation · Localization · Content Safety


What is A-Identity-Z?

A-Identity-Z is a multilingual AI services operation focused on quality-assured translation, interpretation, and AI-assisted localization across 7 languages.

We combine native human language expertise with AI workflow tooling to deliver outputs that are:

  • Accurate — native-level review at every step
  • Consistent — terminology management and style guides per client
  • Scalable — AI-assisted pipelines with human oversight gates
  • Auditable — every output traceable to source and reviewer

Language Coverage

Language Service Level
Turkish Native — translation, interpretation, QA
Norwegian Fluent — translation, localization, content review
English Fluent — full service
Swedish Proficient — translation, review
Arabic Intermediate — review, QA support
Kurdish Intermediate — review, QA support
Swiss German Conversational — light localization

Services

Translation & Localization

  • Document, legal, and technical translation
  • UI/UX string localization
  • AI-generated content post-editing (MTPE)
  • Multilingual QA and consistency review

Content Safety & Moderation

  • Multilingual content moderation
  • Harmful content detection and review
  • Ranking and evaluation workflows
  • Human-in-the-loop moderation pipelines

AI Workflow Integration

  • Localization workflow design and automation
  • Prompt translation and multilingual LLM evaluation
  • AI output quality scoring across languages

Technology Stack

n8n OpenAI Anthropic Human Review


Project Status

Status: ✅ Active — services are live and accepting engagements.

This repository tracks the public-facing side of A-Identity-Z: tooling, prompts, evaluation harnesses, and case studies for the multilingual services pipeline. It is not a SaaS codebase — the production delivery stack lives in private infrastructure.

What you'll find here

  • Public workflow templates (n8n exports)
  • Localization prompt packs and evaluation scripts
  • Reference implementations of QA / human-in-the-loop gates

Roadmap (next 90 days)

  • Public release of the multilingual QA scoring notebook
  • n8n workflow template: TR ↔ NO legal translation pipeline
  • Case study: content-safety evaluation across 7 languages

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Last updated: August 2026 · Trondheim, Norway

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About

Identity surfaces for AI agents, multilingual systems, and quality evaluation. Personal brand, translation tooling, and cross-lingual eval work.

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Resources

Contributing

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1 watching

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