Natural Language Processing Solutions
Enable machines to understand and respond to human language using NLP for tasks like sentiment analysis, summarisation, and translation.
Overview
GullySystem offers NLP solutions that transform unstructured text into insights. We help businesses automate analysis, interpretation, and generation of language.
From chat analysis to document summarisation, our NLP tools extract meaning, detect tone, and deliver structured outputs from human communication at scale.
Benefits
Sentiment Analysis
Understand user emotions in reviews, chats, or feedback with models that classify sentiment as positive, negative, or neutral.
Automatic Summarisation
Extract the most important points from articles, emails, or reports to save time and improve reading efficiency for teams.
Language Translation
Translate content between multiple languages using ML-powered models trained for context, grammar, and tone preservation.
Intent Detection
Identify what users want based on their messages—like booking, querying, or complaining—for smarter bot and app responses.
Named Entity Recognition
Detect and tag names, dates, companies, and other key entities from documents, messages, or transcripts.
Text Classification
Categorise tickets, emails, or support queries into topics or urgency levels automatically using trained classification models.
Our NLP Development Approach
Text Data Collection
Gather and preprocess large datasets—like customer chats, emails, or documents—for accurate training and evaluation.
Language Model Training
Fine-tune pre-trained models (BERT, GPT, T5) on your domain-specific vocabulary for better understanding and context accuracy.
Custom Pipeline Design
Build NLP pipelines with tokenisation, parsing, classification, or generation depending on use case complexity and scale.
API & App Integration
Deploy models into apps, CRMs, support systems, or websites through APIs for real-time language understanding.
Continuous Improvement
Retrain and monitor model performance using new data and feedback to enhance accuracy and stay aligned with user behavior.
Technologies & Tools We Use
NLP Libraries
spaCy, HuggingFace Transformers, NLTK, and Flair used to process language, detect patterns, and analyse text effectively.
Language Models
GPT, BERT, RoBERTa, T5, and custom LLMs trained for summarisation, classification, Q&A, translation, and generation.
Data Storage & Pipelines
Use Pandas, Airflow, and PostgreSQL to preprocess and move structured/unstructured data through NLP pipelines efficiently.
Deployment Platforms
FastAPI, Flask, AWS Lambda, and Docker used to host NLP models securely and expose them as fast, scalable APIs.
Translation Engines
Google Translate API, Amason Translate, and custom neural MT models for context-aware, high-quality language translation.
Analytics & Feedback Loop
Monitor model output accuracy, false positives, and retraining needs using dashboards and structured annotation tools.
Why Choose GullySystem
Domain-Specific NLP Models
We build NLP models fine-tuned on your data, language, and goals—whether legal, medical, retail, or financial text.
End-to-End Integration
From data collection to UI deployment—we deliver complete NLP pipelines that run inside your apps and workflows.
Multilingual Capabilities
Our systems support major global and Indian languages, enabling translation, sentiment, or classification at scale.
Customisable Output Logic
We let you define how outputs are labeled, ranked, filtered, or triggered—ensuring results align with your business logic.
Real-Time Inference Support
NLP models can run in real time with low latency using optimised cloud or edge deployments and caching strategies.
Secure Language Processing
We handle sensitive data responsibly with encryption, token masking, and on-prem deployment options when required.
Use Cases
Customer Feedback Analysis
Analyse open-text feedback and reviews to detect satisfaction trends and product suggestions automatically.
Chatbot Understanding Engine
Improve chatbot accuracy with better intent recognition and fallback handling using trained NLP classification models.
Document Summarisation
Summarise contracts, research papers, or internal reports with extractive or abstractive NLP methods to reduce reading time.
Support Ticket Classification
Automatically route support tickets based on keywords, tone, and urgency using real-time text classification.
Email Categorisation & Alerts
Scan incoming emails to extract action items, detect urgency, or route them based on predefined business logic.
Multilingual Query Translation
Translate inbound support queries in multiple languages and respond in the customer’s preferred language seamlessly.
FAQs
Transform how your business processes language.
Build powerful NLP tools with GullySystem to analyse, classify, and translate text at scale.
Explore NLP Capabilities