NLP

Text Classification

From intent detection to topic labeling—our teams build high-precision classification datasets that power production NLP systems.

Core Capabilities

Advanced technology built for enterprise scale.

Training customer support and enterprise copilots to route requests accurately.

Assigning multiple categories per document for knowledge bases and compliance systems.

Building consistent label trees for complex domains like healthcare, finance, and legal.

Bootstrapping labels with rules, then tightening quality with expert review and gold sets.

Ensuring minority classes are represented so models generalize in the real world.

Collecting confusing or ambiguous examples to reduce production failure modes.

See how industry leaders are leveraging our solutions in production environments.

Automatically sending requests to the right team with accurate priority and category tags.

Detecting regulated language and policy violations in internal communications.

Tagging articles and posts to improve search relevance and personalization.

Labeling market events and sentiment drivers for downstream forecasting.