Natural language processing systems for text classification, entity extraction, sentiment analysis, summarization, and semantic search — engineered for the specific languages, domains, and accuracy targets your business actually needs.
NLP problems split into two camps: ones where modern LLMs excel out of the box, and ones where smaller fine-tuned models win on cost and latency. We help you pick correctly. The wrong tool for the job costs ten times more and runs ten times slower for the same result.
Discuss your project ↗Every engagement gets shaped to fit, but these are the building blocks we rely on.
Document categorization, intent detection, content moderation, and routing logic — accurate, fast, and explainable enough to debug.
Named entity recognition for invoices, contracts, medical records, and structured data extraction from unstructured text. Domain-specific accuracy.
Brand monitoring, customer feedback analysis, and topic modeling across reviews, support tickets, and social conversations.
Document summarization for research, meeting notes, support tickets, and long-form content. Extractive or abstractive, picked per use case.
Vector search and hybrid retrieval for knowledge bases, product catalogs, and document repositories. Better than keyword search when context matters.
Cross-language NLP for global products. We work in English, Hindi, Arabic, Spanish, German, and beyond — with realistic accuracy expectations.
Two decades of engineering practice, sharpened by the realities of production AI.
We benchmark LLM-based and traditional ML approaches on your data, then recommend the one that wins on cost and accuracy.
Sub-100ms inference where it matters. We optimize, quantize, and serve models efficiently rather than calling expensive APIs for everything.
Standard benchmarks lie about real-world performance. We build evaluation sets from your actual data and target accuracy on those.
Indian language NLP done right — proper tokenization, transliteration support, and benchmarks against native speakers.
Let's discuss how this fits your business. We reply within one working day.
Start a conversation ?