NLP Development Services | Natural Language Processing & Text AI
Turn unstructured text into structured business value.
ENQCODE builds custom NLP systems for classification, named entity recognition, sentiment analysis, summarization, intent detection, search, and document understanding — using both modern LLMs and small, fast, deterministic models. We pick the right tool for the job, not the most fashionable one.
Route tickets, tag content, detect intent, classify documents, and triage messages. We pick the right model — small, fast, deterministic transformers (DistilBERT, ModernBERT, Deberta) when volume is high, or LLMs when flexibility and explainability matter.
Extract people, organizations, dates, money, contract clauses, medical entities, legal terms — anything structured — from unstructured text. Custom NER models trained on your domain, or LLM-based extraction with JSON schema enforcement when latency permits.
Aspect-based sentiment for reviews, support transcripts, social media, and survey responses. We go beyond positive/negative to per-feature sentiment ("battery life: positive, customer service: negative") so the output is actually actionable.
Document, conversation, meeting, and email summarization — extractive when faithfulness matters absolutely, abstractive (LLM) for fluent natural-language output. Citation enforcement and faithfulness evals included.
Replace keyword search with semantic and hybrid search. Embeddings (OpenAI, Cohere, Voyage, BGE), vector databases (Pinecone, Weaviate, pgvector, Qdrant), reranking (Cohere, Voyage), and BM25 fusion. Fast, accurate, and explainable.
Multi-turn dialogue management, intent + slot filling, dialogue-state tracking, and tool calling. For when you need a bot that holds context across a conversation, not just an FAQ retriever.
Understanding Your Vision
Start by understanding your vision, goals, challenges, and what you need from us.
Creating a Plan
After knowing what you need, our experts will offer the best technical approach, considering your specific needs and budget. After considering these things, we’ll provide you with the right solution and plan.
Designing the Look and Feel
We'll create a simple layout to show you the basic structure and flow of your IT solution. Then, our designers will make it visually appealing and easy to use.
Turning Your Plans into Reality
Once you approve the design, our best developers will efficiently bring these plans to life with their best coding skills. To make the best-fit IT solution for your needs.
Testing and Perfecting
We make sure that we provide a smooth and hassle-free solution. What we mean by that is we’ll test everything to ensure it meets our quality standards before deployment.
Ensuring Long-Term Success
To keep your system working, we take full responsibility. We’ll provide ongoing support and updates to keep your system working well while adapting to future demands.
We deliver next-gen software, web, and AI-driven solutions across multiple sectors, helping organizations innovate, automate, and grow digitally.
Client Success Stories & Reviews
Find answers to common questions about our services and processes
Committed to Excellence
Got a great idea or a problem to solve? We are all ears! Share your thoughts with us, and we will explore ways to help you win. Let's start a conversation.
We sign NDAs to protect your confidential information.
Quality solutions, on-time delivery, post-launch support.