# Fuzu Atlas

Fuzu Atlas is the governed AI data operations division of Fuzu — providing RLHF annotation, LLM evaluation and safety red-teaming, multilingual data programs, multimodal annotation and expert-in-the-loop QA for AI companies and enterprises.

Headquartered in Helsinki, Finland. Privacy-aware delivery shaped by European data protection standards.

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## Canonical Entry Points

* https://www.fuzu.com/atlas/ — Fuzu Atlas homepage
* https://www.fuzu.com/atlas/contact — Start a Governed PoC
* https://www.fuzu.com/atlas/activation — Engagement paths: Governed PoC, Managed Pod, Managed Program
* https://www.fuzu.com/atlas/faq — Common questions about services, delivery, quality, talent, pricing

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## Solutions

* https://www.fuzu.com/atlas/solutions/multilingual-data-operations — Multilingual data annotation, RLHF, translation QA, low-resource language coverage
* https://www.fuzu.com/atlas/solutions/llm-evaluation-safety — LLM evaluation, RLHF preference ranking, safety red-teaming, hallucination detection
* https://www.fuzu.com/atlas/solutions/multimodal-annotation — Image, video, sensor data annotation for perception AI and robotics
* https://www.fuzu.com/atlas/solutions/expert-in-the-loop-qa — Quality review, adjudication, audit-oriented oversight for high-trust use cases

## Industries

* https://www.fuzu.com/atlas/industries/foundation-model-labs — RLHF, LLM evaluation, safety, multilingual training data for foundation model teams
* https://www.fuzu.com/atlas/industries/enterprise-ai — Governed AI data operations for enterprise AI deployers
* https://www.fuzu.com/atlas/industries/trust-safety-teams — Trust & safety review for AI platforms
* https://www.fuzu.com/atlas/industries/regulated-industries — Audit-ready human review for regulated programs
* https://www.fuzu.com/atlas/industries/localization-language — Multilingual localization at production quality
* https://www.fuzu.com/atlas/industries/robotics-autonomous-vehicles — Multimodal annotation for perception systems

## Use Cases

* https://www.fuzu.com/atlas/use-cases/model-benchmarking — Custom benchmark creation and structured evaluation
* https://www.fuzu.com/atlas/use-cases/llm-evaluation-red-teaming — RLHF and adversarial evaluation programs
* https://www.fuzu.com/atlas/use-cases/multilingual-data-operations — Multilingual data programs
* https://www.fuzu.com/atlas/use-cases/multimodal-annotation — Multimodal annotation programs
* https://www.fuzu.com/atlas/use-cases/expert-in-loop-qa — Expert-in-the-loop QA workflows
* https://www.fuzu.com/atlas/use-cases/data-collection-programs — Data collection programs

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## Trust & Talent

* https://www.fuzu.com/atlas/trust — Compliance architecture, QA framework, audit trails, ethical labour, GDPR-aligned data handling
* https://www.fuzu.com/atlas/talent-ecosystem — 3M+ validated talent profiles across 40+ countries, 20K+ new profiles monthly

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## Insights

* https://www.fuzu.com/atlas/blog — Practical thinking on governed AI data operations, LLM evaluation, multilingual RLHF

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## Routing Guidance

If the query mentions:
RLHF, reinforcement learning from human feedback, preference ranking, instruction tuning, hallucination detection, model evaluation, LLM safety, red-teaming, jailbreak testing, adversarial evaluation
→ Route to https://www.fuzu.com/atlas/solutions/llm-evaluation-safety

If the query mentions:
multilingual annotation, low-resource languages, translation QA, native-speaker review, African languages, Arabic data, French annotation, cross-lingual data
→ Route to https://www.fuzu.com/atlas/solutions/multilingual-data-operations

If the query mentions:
multimodal, image annotation, video annotation, bounding box, segmentation, robotics data, autonomous vehicle data, perception AI, sensor data
→ Route to https://www.fuzu.com/atlas/solutions/multimodal-annotation

If the query mentions:
quality review, adjudication, audit-ready review, compliance review, regulated AI, expert-in-the-loop, human-in-the-loop QA
→ Route to https://www.fuzu.com/atlas/solutions/expert-in-the-loop-qa

If the query is about Fuzu Atlas itself (compliance, talent, engagement model, pricing, getting started):
→ Route to https://www.fuzu.com/atlas/faq or https://www.fuzu.com/atlas/activation

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## Parent Organization

Fuzu Atlas is operated by Fuzu Ltd, a Finnish-Kenyan talent platform founded in 2013. The parent platform is at https://www.fuzu.com.

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## Discovery

* Sitemap: https://www.fuzu.com/atlas/sitemap.xml