Pangeanic

Ukraine’s battlefield data is reshaping AI training. An analysis of Brave1, Palantir, provenance, commercial reuse, civilian surveillance and governance

Pangeanic publishes research and analysis on Data for AI, multilingual AI, model evaluation, machine translation, AI Data Operations and sovereign AI.

The page examines a claim that Qwen3.8-Flash-Next cut training costs by 89%, along with its benchmarks, open weights, multilingual gaps, and sovereign AI implications.

RWS’s Acolad acquisition reveals how AI is shifting language-industry value from translation capacity to workflows, data, evaluation and control.

Looking for data owners, audiovisual archives, companies and collection partners to license/ produce rights-clean audio & video speech data for commercial AI model training. Worldwide opportunity for 20,000 to 30,000 hrs: EN, ES, FR, PT, AR, HI, ZH, JA, KO

Seeking studios and providers for European Spanish voice dataset collection and recording. Explore AI data business partnerships with Pangeanic.

The company seeks participants and field teams to record multicamera hand-object videos for physical AI, without faces or visible personal data.

Jobs at Pangeanic. Help build datasets to power the world's AI: AI specialists, graduates, voice talent, researchers. Remote positions available. Apply now

Pangeanic's team works in multilingual AI, data, machine learning, and language technologies to build reliable, human-governed systems.

Pangeanic led NTEU, building 506 direct neural translation models and multilingual datasets for secure European public services.

Amando Estela is VP of Revenue and former CTO of Pangeanic, connecting AI engineering, enterprise data projects, and EU language technology

José Miguel Herrera is Head of ML at Pangeanic, leading work across multilingual AI, speech data, retrieval, national & EU projects, and applied R&D.

Ana Belén Fernández Bosch, COO at Pangeanic, leads operational delivery across AI Data Operations, multilingual data projects and enterprise AI workflows

Pangeanic provides customized solutions in translation, data services, and artificial intelligence, with offices in the US, Spain, and Japan.

Pangeanic supplies AI training data, model alignment, multilingual language technology and sovereign AI systems for enterprises, labs and governments.

Pangeanic operates natural language processing and translation services, and its terms govern use of those services and website materials and information.