NLP Solutions
Language pipelines that understand, classify, and route text at scale.
NLP Solutions that earns its place in production
Before and beyond LLMs, a lot of language work is best solved with focused NLP: classification, entity extraction, sentiment, intent detection, and routing. We build pipelines that are fast, cheap, and accurate for high-volume text.
We pick the right tool for each job — a lightweight classifier where it wins on cost and latency, an LLM where nuance demands it — and we combine them into a pipeline that's measurable and maintainable.
Key capabilities
Classification & intent
Route and tag text accurately at high volume.
Entity extraction
Pull names, amounts, dates, and custom entities.
Sentiment & insight
Understand tone and themes across feedback.
Multilingual
Pipelines that work across the languages you serve.
Where it delivers
Ticket routing
Send every message to the right queue automatically.
Feedback analytics
Turn reviews and surveys into themes and trends.
Document tagging
Organize large corpora with consistent labels.
Frequently asked
Whichever wins on your metrics. For high-volume routing a small classifier is often cheaper and faster; for nuance we bring in an LLM. We benchmark both.
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