Applicazioni NLP
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Cosa Costruiamo
Sistemi Analisi del Sentiment
Advanced NLP solutions that automatically detect, quantify, and track emotional tone and opinions expressed in text across customer reviews, social media, surveys, support tickets, and other communications. We implement sophisticated models that identify not just positive, negative, or neutral sentiment but also specific emotions, urgency levels, and subtle contextual nuances. Our systems handle sarcasm, domain-specific language, and multi-lingual content. Real-time dashboards aggregate sentiment trends across products, topics, time periods, and customer segments. Automated alerts notify teams of sentiment shifts requiring attention. This provides invaluable voice-of-customer insights, enables rapid issue response, and helps organizations understand perception and satisfaction at scale.
Classificazione e Categorizzazione Testo
Intelligent systems that automatically assign documents, messages, or content into relevant categories, topics, or labels based on textual content. We develop custom classifiers tailored to your taxonomy whether for content management, customer inquiry routing, document organization, or compliance categorization. Our models handle single-label and multi-label scenarios, hierarchical categories, and fine-grained distinctions. We implement confidence scoring, active learning for continuous improvement, and explanation features showing why classifications were made. Applications include email routing, content recommendation, regulatory compliance, and knowledge management. The automation dramatically reduces manual categorization effort while improving consistency and enabling powerful content discovery and organization capabilities across large text collections.
Riconoscimento Entità Nominate
Sophisticated systems that automatically identify and extract specific entities like people, organizations, locations, dates, products, monetary values, and custom entity types from unstructured text. We train models on your domain-specific entities and terminology to achieve high extraction accuracy. Our solutions handle entity disambiguation, relationship extraction, and normalization to standard forms. Applications include information extraction from contracts, resume parsing, regulatory compliance monitoring, news analysis, and knowledge graph construction. The extracted entities enable powerful search, analytics, and automation capabilities. We provide annotation tools, quality assurance processes, and continuous model improvement frameworks. This transforms unstructured text into structured, actionable data for downstream business processes and analytics.
Soluzioni Traduzione Automatica
High-quality automated translation systems that enable communication and content delivery across language barriers while preserving meaning, tone, and cultural appropriateness. We implement neural machine translation models fine-tuned on your domain terminology, style guides, and translation memories. Our solutions handle multiple language pairs, technical documentation, marketing content, customer communications, and real-time conversations. We include terminology management, quality estimation, human review workflows for critical content, and continuous improvement through translation feedback. The systems integrate with content management systems, customer support platforms, and communication tools. This enables global reach, faster content localization, improved multilingual customer experiences, and significant cost savings compared to fully manual translation while maintaining quality.
Strumenti Riassunto Testo
Intelligent systems that automatically generate concise, accurate summaries of long documents, articles, transcripts, or other text content while preserving key information and context. We implement both extractive and abstractive summarization approaches optimized for different content types and use cases. Our solutions can generate summaries at various lengths, create executive summaries highlighting critical points, or produce structured summaries with topic segmentation. Applications include research literature review, legal document analysis, meeting minutes generation, news aggregation, and content curation. The tools include customization for industry terminology, focus areas, and audience needs. This dramatically reduces time spent reviewing lengthy documents and enables efficient information consumption across organizations.
Sistemi Generazione Contenuti
Advanced NLP systems that automatically create various content types including articles, product descriptions, social media posts, email campaigns, and reports based on structured inputs or instructions. We implement controllable generation ensuring content matches brand voice, style guidelines, and quality standards while avoiding hallucinations or inaccuracies. Our solutions include fact-checking mechanisms, plagiarism detection, and human review workflows for sensitive content. The systems can personalize content for different audiences, generate variations for A/B testing, and adapt tone for different channels. Applications span marketing, e-commerce, journalism, and internal communications. This automation accelerates content production, ensures consistency, maintains quality, and frees creative teams to focus on strategy and high-value content initiatives.