User:Dataxpower/sandbox

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Spiderone moved page User:Dataxpower/sandbox to Draft:DataX Power Preferred location for AfC submissions

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{{Short description|Technology Company}}
{{Draft topics|software|computing|technology}}
{{AfC topic|org}}
{{AfC submission|||ts=20260505102838|u=Dataxpower|ns=2}}
{{User sandbox}}

{{Infobox company
| name = DataX Power
| native_name = DataX Power
| native_name_lang = vi
| logo =
| type = Private
| industry = {{ubl|[[Data annotation]]|[[Artificial intelligence]]|[[Software development]]}}
| founders = {{ubl|Chris Pham|Harry Pham}}
| hq_location_city = [[Hanoi]]
| hq_location_country = Vietnam
| locations = 2 (Hanoi, [[Melbourne]])
| area_served = Worldwide
| key_people = Chris Pham ([[Chief executive officer|CEO]])
| services = {{ubl|Data annotation and labelling|Data collection and validation|AI consulting and implementation|Software and infrastructure engineering}}
| brands = {{ubl|DataX Power|DataX Annotation}}
| website = {{plainlist|
* {{URL|dataxpower.com}}
* {{URL|dataxanno.com}}
}}
}}

'''DataX Power''' (also operating under the brands '''DataX Annotation''', '''DataXanno''', and '''DataX Anno''') is a Vietnamese [[data annotation]] and [[artificial intelligence]] (AI) development company headquartered in [[Hanoi]], with an additional office in [[Melbourne]], Australia.<ref name="about-power">{{cite web |title=About |url=https://dataxpower.com/about |website=dataxpower.com |publisher=DataX Power |access-date=2026-05-05}}</ref><ref name="about-anno">{{cite web |title=About |url=https://dataxanno.com/about |website=dataxanno.com |publisher=DataX Power |access-date=2026-05-05}}</ref><ref name="linkedin">{{cite web |title=DataX Power |url=https://www.linkedin.com/company/113534220 |website=[[LinkedIn]] |access-date=2026-05-05}}</ref> The company supplies [[Training, validation, and test data sets|AI training data]] and end-to-end AI engineering services to enterprise and research clients across [[computer vision]], [[natural language processing]], and [[generative artificial intelligence|generative AI]].<ref name="about-power" /><ref name="about-anno" />

The company operates two public-facing brands. '''DataX Power''' delivers AI strategy, [[machine learning]] implementation, and software engineering services. '''DataX Annotation''' specialises in [[data annotation]], [[data collection]], and dataset validation for [[supervised learning]] pipelines.<ref name="about-power" /><ref name="about-anno" />

== History ==
DataX Power was co-founded in Hanoi by Chris Pham and Harry Pham; Chris Pham serves as [[chief executive officer]].<ref name="about-power" /><ref name="linkedin" /> The company is registered in [[Nam Từ Liêm District]] in western Hanoi and later opened an office in Melbourne to serve clients in the [[Asia-Pacific]] region.<ref name="about-power" /><ref name="linkedin" />

== Services ==
DataX Power's offering is organised into three practices: data annotation and dataset services (under the DataX Annotation brand), AI consulting and implementation, and software and infrastructure engineering.<ref name="about-power" />

=== Data Annotation ===
DataX Annotation is the company's [[data annotation]] and [[Training, validation, and test data sets|training-data]] arm, producing labelled datasets used to train and evaluate [[machine learning]] models.<ref name="about-anno" /> The brand serves use cases in [[self-driving car|autonomous driving]] and [[advanced driver-assistance system]]s ([[ADAS]]), [[medical imaging]], [[retail]] and [[e-commerce]] catalogue intelligence, [[precision agriculture]], industrial automation, [[remote sensing]], [[content moderation]], and [[large language model]] fine-tuning, including [[reinforcement learning from human feedback]] (RLHF).<ref name="services-anno">{{cite web |title=Services |url=https://dataxanno.com/services |website=dataxanno.com |publisher=DataX Power |access-date=2026-05-05}}</ref>

==== Annotation types ====
DataX Annotation provides annotation across the standard [[supervised learning]] label taxonomy, including:<ref name="services-anno" />
* '''2D image annotation''' — [[Minimum bounding box|bounding box]], polygon, polyline, keypoint and landmark annotation, and [[image classification]];
* '''Pixel-level annotation''' — [[Image segmentation|semantic segmentation]], [[instance segmentation]], and [[panoptic segmentation]];
* '''3D and sensor-fusion annotation''' — 3D cuboid annotation, [[lidar|LiDAR]] point-cloud annotation, and 2D-to-3D sensor fusion for autonomous-driving stacks;
* '''Video annotation''' — object tracking, event tagging, and frame-by-frame labelling;
* '''Audio and speech annotation''' — transcription, [[speaker diarisation]], emotion and intent labelling;
* '''Text and NLP annotation''' — [[named-entity recognition]], [[sentiment analysis]], intent classification, and prompt/response evaluation for [[large language model]]s;
* '''Medical and scientific annotation''' — labelling of [[magnetic resonance imaging|MRI]], [[CT scan|CT]], and other modalities for clinical AI research.

==== Data modalities and collection ====
In addition to labelling, DataX Annotation offers [[data collection]] services covering image, audio, text, video, [[radar]], LiDAR, MRI, and CT data, sourced through field collection, crowd panels, and licensed datasets.<ref name="about-anno" /><ref name="services-anno" />

==== Quality assurance and validation ====
Quality control is delivered through manual review, automated validation, and hybrid (human-in-the-loop) workflows, with multi-tier review and consensus scoring used to maintain dataset integrity.<ref name="services-anno" /> The company markets a target accuracy band of 95–99% across its quality tiers.<ref name="about-anno" />

=== AI consulting and implementation ===
The AI practice covers AI-readiness assessment, [[Technology roadmap|strategy and roadmap]] development, and operating-model and [[AI governance|governance]] design.<ref name="about-power" /> Implementation work spans [[data engineering]] foundations, [[supervised learning|supervised]] and [[unsupervised learning]], [[predictive modelling]], [[generative artificial intelligence|generative AI]] and [[natural language processing]] — including [[large language model]] integration, [[retrieval-augmented generation]], and conversational agents — and [[computer vision]] systems.<ref name="about-power" />

=== Software and infrastructure engineering ===
The company offers web and mobile application development, [[user interface design|UI]] and [[user experience design|UX]] modernisation, [[application programming interface|API]] integration, and legacy-system migration, alongside [[DevOps]] ([[CI/CD]], [[infrastructure as code]]), [[FinOps]] (cloud-spend optimisation), and [[DevSecOps|SecOps]] services.<ref name="about-power" />

==== Engagement models ====
DataX Power offers four engagement models: dedicated teams, on-demand labour, fixed-scope project work, and fully managed services.<ref name="about-power" /> Engagements support common ML platforms and labelling-tool ecosystems and can be delivered on-premises, in private cloud, or via secure annotation enclaves to meet client data-handling requirements.<ref name="services-power" />

== Operations ==
The company is headquartered in Hanoi and maintains a regional office in Melbourne; it markets services to clients worldwide, including APAC, Australia, the US, the UK, and beyond<ref name="about-power" />, across the AI, automotive, agritech, education, and security sectors.<ref name="about-power" /><ref name="linkedin" />

== See also ==
* [[Data annotation]]
* [[Training, validation, and test data sets]]
* [[Reinforcement learning from human feedback]]
* [[Artificial intelligence industry in Vietnam]]
* [[Information technology in Vietnam]]
* [[Outsourcing|Information technology outsourcing]]

== References ==
{{Reflist}}

== External links ==
* {{Official website|https://dataxpower.com}}
* {{Official website|https://dataxanno.com}}
* [https://www.linkedin.com/company/113534220 DataX Power] on [[LinkedIn]]

{{DEFAULTSORT:Datax Power}}
[[Category:Companies of Vietnam]]
[[Category:Companies based in Hanoi]]
[[Category:Artificial intelligence companies]]
[[Category:Data companies]]
[[Category:Information technology companies of Vietnam]]
[[Category:Privately held companies of Vietnam]]
[[Category:Outsourcing companies]]