Natural Language Processing (NLP)

Natural language processing (NLP) is a branch of artificial intelligence that enables software to understand, analyse and generate human language. Businesses use NLP for chatbots and conversational AI, sentiment analysis, document processing, speech recognition and translation. NLP turns unstructured text and speech, such as emails, reviews and calls, into information that systems can act on.

Sentiment analysis is an NLP technique that detects whether text expresses positive, negative or neutral opinion. Businesses apply sentiment analysis to reviews, social media posts, surveys and support messages to track brand perception and customer satisfaction. Running it in real time helps teams spot issues early. MechPlan builds sentiment analysis and opinion mining solutions as part of its NLP services.

Yes, NLP models can process many languages, including Arabic and English, which matters for businesses in the UAE and Saudi Arabia. Multilingual NLP supports chatbots, translation, localisation and text analysis across markets. Accuracy depends on the language, dialect and training data available. MechPlan offers multilingual processing and confirms language requirements for each project during a free consultation.

The cost of an NLP solution depends on the task, the languages involved, data volumes and the systems it must integrate with. A chatbot handling common questions is simpler than automated document classification with compliance checks or real-time speech recognition. Custom training data and ongoing model improvement also affect price. MechPlan provides a fixed quote after a free 30-minute consultation.

NLP automates document processing by classifying documents, extracting key data and checking content against compliance rules without manual reading. For example, incoming contracts, invoices or emails can be sorted, tagged and routed automatically, with important fields captured into business systems. MechPlan builds text analytics and document processing solutions that reduce manual workload and improve consistency.