Inndux, a leading Spanish company specializing in innovation and digital disruption insights, has partnered with Pangeanic to transform its knowledge pipeline using cutting-edge AI technology. The collaboration has yielded remarkable results in the first quarter of 2024, dramatically improving Inndux's ability to serve its clientele of major newspapers across Spain and Latin America.
In just 3 months, Inndux has seen a 60% productivity gain, processing 48,000 articles and content items around the clock. The system performed 460,000 categorization and filtering analyses, a new service that enhances content relevance. Additionally, Pangeanic's solution translated an astounding 276 million characters from 17 different languages, equivalent to 46 million words.
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Overview
Inndux is a company specializing in knowledge on innovation and digital disruption with a strong presence in the Spanish-speaking world. It generates insights for distribution among its clients (large newspapers in Spain and Latin America) to anticipate trends. It focuses on studies, reports and impact analysis of technological advancements on the economy. Inndux boasts the most experienced team in Spain for analyzing the digitalization of the economy. The agency has thirteen years of expertise in technological surveillance and tracking the most cutting-edge digital trends. Its reports are often published in major Spanish-speaking national and international newspapers.
Task
Provide a pipeline on their platform to automate Inndux’s knowledge pipeline with a multilingual classifier (classifying the incoming data) with human-in-the-loop and GenAI. The knowledge pipeline includes:
- Defining sources of knowledge
- Automated news acquisition (crawling and scraping)
- Multilingual categorization and relevance filtering
- Knowledge Extraction;
- Neural and LLM Machine Translation
The platform used to acquire around 400 items per working day, with manual review and control by journalists at all stages and providing published content to thousands of companies in Europe and the Americas. Over 60% of the content could not be produced by in-house journalists and staff.
Pangeanic Solution
A custom ECOChat solution that includes knowledge acquisition and processing utilizing a combination of neural network-based translation engines, GenAI post-editing the initial machine translation, LLMs for specific summarization, and human-in-the-loop interfaces.
Results (1st Quarter 2024)
Inndux has achieved spectacular results and a completely automated knowledge acquisition process.
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Benefits
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Increased Efficiency: The Pangeanic ECO platform processes massive volumes of news and information in seconds, enabling end-to-end multilingual knowledge processing from extraction to translation of relevant news to summarization for journalists to do their work.
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Cost Reduction: The extensive use of GenAI is much more cost-effective and scalable than human processing. Inndux processes incoming news streams and can accept many more news streams easily. The human-in-the-loop feature also reduces costs associated with reviewing and editing.
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Scalability: The innovative combination of several AI-powered technologies and a custom LLM versatility allows Inndux to produce more content in more languages and formats.
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Quality: State-of-the-art multilingual categorization models, machine translation syste ms, and LLMs from Pangeanic use advanced algorithms and machine learning to deliver high-quality processing.
Results
This comprehensive solution ensures that Inndux can efficiently acquire, classify, and manage knowledge internally, process and disseminate it to its subscribers, creating value-added informed human insights - staying ahead of trends and providing a valuable service to its clients.
Perhaps most impressively, the platform conducted over 132,000 LLM-based news analyses, providing Inndux with deep insights and trend forecasts that were previously unattainable at this scale.
The benefits of this AI-powered transformation extend beyond raw numbers. Inndux has significantly reduced costs while improving the quality and breadth of its services. The scalability of the system allows for easy integration of new news streams, positioning Inndux to expand its reach and influence in the rapidly evolving digital landscape.
This collaboration between Inndux and Pangeanic showcases the transformative potential of AI in the media and information sectors. By leveraging advanced machine learning algorithms and natural language processing, Inndux is now better equipped to anticipate trends and provide valuable, timely insights to its clients across the Spanish-speaking world.
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