NLP & Text Analytics Services

Your business creates thousands of emails, invoices, contracts, and reports daily. Most of it? Never analyzed. Just sitting there.
Our Natural Language Processing (NLP) and text analysis services change that. We automate document processing, extract what matters, and turn text chaos into clear insights. Using LLMs and proven NLP frameworks, we reduce manual work by 80%, allowing you to focus on decisions rather than data entry.

What's your challenge? Let's talk!

My name is Aneesh, and I will help you find the right AI solutions for your business needs.

Aneesh CEO
Aneesh Sreedharan
CEO, 2Hats Logic Solutions


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    NLP & Text Analytics Use Cases

    OCR + NLP for Invoice Processing

    (Uses: Intelligent Document Processing)
    Challenge: Manually processing 500+ supplier invoices daily in varying formats, causing data entry errors and payment delays.
    Solution: Our IDP extracts invoice data using OCR, then validates and structures it with NLP.

    Email Segregation for Customer Support

    (Uses: Email Classification & Routing)
    Challenge: The support team was overwhelmed sorting 300+ daily customer emails by topic and urgency manually.
    Solution: NLP email classifier analyzes content, detects intent (complaint/inquiry/order), assigns priority, and routes to the right department automatically.

    Customer Feedback Analysis

    (Uses: Sentiment Analysis + Text Extraction)
    Challenge: E-commerce company struggling to analyze thousands of product reviews across multiple platforms to identify quality issues.
    Solution: Our sentiment analysis engine processes reviews in real-time, categorizes feedback by product/topic, and flags negative sentiment spikes for immediate action.

    Contract Data Extraction

    (Uses: IDP + Named Entity Recognition)
    Challenge: Legal team spending 5+ hours per contract extracting key terms, dates, parties, and obligations manually.
    Solution: LLM-powered IDP with NER automatically identifies critical clauses, extracts entities (dates, amounts, parties), and structures data for compliance tracking.

    Multi-Language Support Ticket Analysis

    (Uses: Text Classification + LLM-Powered Solutions)
    Challenge: Global company receiving support tickets in German, English, and Arabic, requiring manual translation and categorization.
    Solution: Our NLP system automatically detects language, translates content, classifies by issue type, and generates response suggestions using LLMs.

    Automated Report Generation

    (Uses: LLM-Powered Solutions + Text Extraction)
    Challenge: The management team manually compiles weekly reports from emails, meeting notes, and project updates, taking 6+ hours weekly.
    Solution: LLM-powered solution extracts key information from multiple sources, summarizes findings, and generates structured reports automatically.

    Why Choose Our NLP & Text Analytics Services

    We Build Solutions That Work in Your Systems

    Most NLP tools are just demos. Ours plugs directly into your ERP and business systems. Your invoices get processed and posted automatically, no copy-paste, no manual entry. Just complete workflows.

    We Speak Your Language

    We handle all languages and understand the business terms in each. If you work across Europe and the Middle East, our models already know your terminology and compliance rules.

    Smart AI That Explains Itself

    We use the Large Language Models, but we can show you exactly why the system made each decision. No mystery. Perfect for audits and compliance checks.

    Fast Results, Not Endless Testing

    You'll see a working proof in 2 weeks. Full system in 8-10 weeks. We've already trained models on invoices, purchase orders, and contracts. You don't wait months for training. Most companies make their money back in 3-6 months.

    Your Data Never Leaves

    Want everything on your own servers? Done. Your documents stay private. Public cloud is optional, not required. You're always in control.

    We Know Your Documents

    Multi-currency orders? We've seen them. We offer customisation for real business documents from your industry, not random internet text. Our AI system understands your formats from day one.

    FAQs

    How does natural language processing work?

    Natural Language Processing works through several steps: First, text is broken down into smaller units (tokenization). Then, NLP algorithms analyze grammar, context, and meaning to understand intent. Advanced systems use Large Language Models (LLMs) trained on massive datasets to recognize patterns, extract information, and generate insights automatically, without human intervention.

    Can NLP process documents in multiple languages?

    Yes. Our NLP text analysis solutions support 50+ languages. We use multilingual models that understand regional business terminology, date formats, and cultural context, which are essential for companies operating across European and GCC markets. Language detection happens automatically.

    What is Intelligent Document Processing (IDP)?

    Intelligent Document Processing combines OCR, NLP, and machine learning to automatically extract, classify, and validate information from documents. Unlike basic OCR that only reads text, IDP understands context, identifying invoice numbers, contract terms, or compliance requirements without manual rules or templates.

    How accurate are NLP models for document processing?

    Modern NLP models achieve 90-95% accuracy for standard documents like invoices and contracts. Accuracy improves with customization; our production systems maintain 95%+ accuracy because we train models specifically on your document types.

    What's the difference between NLP and LLMs?

    LLMs (Large Language Models) like GPT-4 are advanced NLP systems trained on massive datasets. Traditional NLP uses rules; LLMs learn patterns. We use both LLMs for understanding complex text and traditional NLP for reliable data extraction.

    Aneesh ceo

      What's your challenge? Let's talk!

      I'm Aneesh Sreedharan, CEO of 2Hats Logic. Tell us about your goals, and I'll personally review your message to see how we can help you achieve them.