We build production NLP systems for text classification, sentiment analysis, information extraction, document summarization, and LLM fine-tuning — enabling businesses to process millions of text records and extract structured insights from unstructured data at speed.
Comprehensive solutions designed around your business goals — built by specialists who've deployed these systems at scale.
Real-time sentiment scoring of customer reviews, social media mentions, support tickets, and NPS surveys at enterprise scale.
Automated document categorization, topic labeling, intent detection, and content moderation using fine-tuned transformers.
Extract people, organizations, locations, dates, and custom entities from contracts, medical records, and news feeds.
Automatic abstractive and extractive summarization of legal documents, research papers, meeting transcripts, and reports.
Custom neural translation for domain-specific text — legal, medical, technical — where generic tools fall significantly short.
Fine-tune Llama, Mistral, or GPT on your proprietary data for domain-specific Q&A, generation, and classification tasks.
Manual document review is the single largest bottleneck in legal, finance, healthcare, and compliance workflows. NLP systems process the same volume in minutes with consistent accuracy and zero cognitive fatigue.
NLP systems process 10,000+ documents per hour — work that would require hundreds of analysts working around the clock.
Hindi, Tamil, Telugu, Marathi, Bengali, Arabic, and 10+ more — our NLP systems handle India's linguistic diversity.
Fine-tuned on your industry vocabulary, our models outperform generic NLP by 15–30% on domain-specific tasks.
For sensitive legal, medical, or financial text — we deploy entirely within your infrastructure with zero external API calls.
A structured, agile methodology that delivers on time, on budget, and beyond expectations — every single time.
Collect domain-specific text and coordinate annotation using Label Studio or Prodigy.
Benchmark spaCy, BERT, RoBERTa, and LLM approaches to identify the best architecture.
Fine-tune on annotated data with rigorous cross-validation and error analysis for each class.
Wrap models in production APIs and integrate with your document management or CRM platform.
Track performance on new text distributions and retrain as language patterns evolve.
We combine technical depth with business pragmatism — delivering solutions that create real, measurable impact.
What 10 analysts process in 8 hours, NLP systems handle in minutes — with consistent, auditable accuracy.
Hindi, Tamil, Marathi, Bengali, Kannada, and international languages — all in the same pipeline.
Fine-tuned models understand your industry's specific terminology — clinical notes, legal clauses, financial jargon.
Full on-premise deployment for legal, medical, and financial text that cannot traverse external APIs.
Everything you need to know before getting started.
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