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Search, summarization, classification, and conversational experiences built on modern NLP stacks. We combine tokenizer choices, retrieval, and evaluation suites so language features stay accurate as content and user behavior evolve.
Comprehensive solutions tailored to your business requirements
Semantic search with dense/sparse hybrid retrieval and reranking tuned to your corpus for dramatically better search relevance.
Named-entity recognition, intent detection, relation extraction, and structured data pipelines from unstructured text.
Sentiment analysis, topic modeling, and multi-label classification with calibrated confidence scores and explainability.
Dialog understanding, intent routing, and response generation for chatbots and virtual assistants with continuous improvement loops.
Dramatically improved search relevance over keyword-based systems
Automated extraction of structured data from unstructured text
Multilingual capabilities for global operations
Continuous improvement through human-in-the-loop workflows
Calibrated confidence scores for reliable automation decisions
Explainable outputs satisfying regulatory requirements
NLP is the broader field of processing human language—it includes traditional techniques like NER, classification, and search. LLMs are one powerful tool within NLP. We use LLMs where they add value and traditional NLP where it's more efficient, reliable, or cost-effective.
Yes. We fine-tune models on your domain vocabulary and build custom entity types. Medical codes, legal citations, financial instruments—our pipelines handle specialized language that generic models miss.
We maintain evaluation suites with human-annotated test sets covering precision, recall, F1, and domain-specific metrics. Quality is tracked continuously in production with dashboards showing performance trends and regression alerts.
We combine deep technical expertise with a product-first mindset to deliver solutions that work in the real world.
Seasoned engineers across blockchain, AI & web
200+ projects delivered globally
From discovery to production & beyond
