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JustSoftLabJustSoftLab
JustSoftLabJustSoftLab
AI Assistant
Services/AI & GenAI/NLP & Document Intelligence

Language systems that understand your domain.

Entity extraction, sentiment analysis, document classification, custom language models. We build NLP that understands your industry's language — not just generic text processing.

96%

Entity extraction F1 score

91%

Sentiment classification accuracy

50x

Faster document review vs. manual

200K+

Documents classified daily

What we build

NLP that goes beyond basic text analysis.

Named entity recognition

Extract people, companies, dates, amounts, custom entities from unstructured text. Trained on your domain vocabulary for industry-specific accuracy.

Sentiment & intent analysis

Understand what your customers feel and want. Multi-label sentiment, intent classification, and emotion detection across reviews, tickets, and social media.

Document classification

Automatically categorize contracts, emails, support tickets, medical records. Multi-label, hierarchical taxonomy, with confidence scores and human review queues.

Custom language models

Domain-specific models trained on your corpus. Legal, medical, financial, technical — models that understand your terminology, not just general English.

Multilingual NLP

Entity extraction, classification, and sentiment in 50+ languages. Cross-lingual transfer learning for languages with limited training data.

Conversational intelligence

Analyze call transcripts, chat logs, and support conversations. Topic extraction, escalation prediction, and quality scoring at scale.

Sound familiar?

NLP problems we solve every week.

Our legal team manually reviews 500 contracts per month. It takes 3 weeks.

We build contract analysis pipelines that extract key clauses, dates, obligations, and risks. 500 contracts in hours, with human review only for flagged items.

We get 10,000 support tickets per day and can't categorize them fast enough.

We train multi-label classifiers on your historical tickets. Auto-routing, priority scoring, and response suggestions — 90%+ accuracy from day one.

Generic NLP tools don't understand our industry terminology.

We fine-tune language models on your domain corpus. Medical codes, legal citations, financial instruments — your model speaks your language.

Tech stack

Tools we use in production.

spaCy
Hugging Face Transformers
NLTK
OpenAI GPT-4o
Claude
BERT / RoBERTa
Prodigy
Label Studio
Doccano
Apache Tika
Unstructured.io
Textract
FastAPI
PostgreSQL
Elasticsearch
AWS Comprehend
GCP Natural Language
Azure AI Language

Ready to build

Let's build NLP that speaks your language.

45 minutes with our NLP engineers. We'll review your text data, evaluate the right approach, and design a system that understands your domain.