17 min read
Enterprises do not become intelligent by adding AI. They become intelligent when coordination disappears
I have been reading with real interest Rohit Krishnan’s writing and the recent Sequoia Capital essay by Jack Dorsey...

1. Organizations Building or Refining AI Models: AIDPS is ideal for businesses developing AI solutions, enabling them to efficiently create and fine-tune datasets for large language models (LLMs), multimodal model testing, and the annotation of voice and image data. With human-managed automation and a human-review platform, repetitive tasks can be avoided, streamlining the data-creation process, AIDPS helps companies accelerate their AI development while maintaining high data quality.
Content Moderation │ Text Data Annotation │ Speech Data Annotation│Data Classification

2. Data Evaluators and Project Managers: AIDPS empowers those who need to assess model performance by generating key performance indicators (KPIs) based on the models' output. It also sets the foundation for continuous improvement through fine-tuning cycles, helping evaluators make informed decisions about model adjustments.

3. Data acquisition teams: Scrapping and mining applications plug into AIDPS to deliver unfiltered content. Filtering models and categorization models clean and organize new assets and present the final data for human review in PECAT.

" AIDPS is where machine learning meets human expertise to create refined data that drives the future of AI. For organizations building or optimizing AI models, AIDPS is not just an option—it's an essential asset."
From 400 to more than 2,000 news articles per day (x5 more!!). Neural and LLM translation with automatic post-editing.

More than 1,000 journalists use Pangeanic's Machine Translation every day to report around the world, 24/7.
Excellent quality as always. The original text has been modified many times during translation. Pangeanic responded quickly to the changes and was very helpful.
Pangeanic streamlines the translation process and provides a simple and fast translation service that maximizes AI. Creating a database for all our translations was particularly useful for recycling translations and reusing content for other occasions or similar tasks.
Pangeanic's Automated Translation engines have been operational at Veritone since 2018, translating millions of words for critical applications, law enforcement, legal services, and intelligence agencies.
We appreciate Pangeanic's work ethic and professionalism. They actively listen to their clients, which helps them improve daily by providing tailored AI translation solutions. From my perspective, that is one of their most remarkable qualities.

Apr 3, 2026 by Manuel Herranz
I have been reading with real interest Rohit Krishnan’s writing and the recent Sequoia Capital essay by Jack Dorsey...
Mar 30, 2026 by Manuel Herranz
Pangeanic has played a leading role in the European MOSAIC project, contributing both strategic leadership during the...
Mar 28, 2026 by Manuel Herranz
As artificial intelligence embeds itself into the fabric of...
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