Natural language processing solutions

Our field of choice, we can help you solve almost any problem within NLP.

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From diverse language data to model development

Data in any language

We collect and label speech, audio, text and handwriting data with our global crowd of 10 million contributors.

ML model development

From simple models to complex deep learning algorithms, we help develop the right solution for you.

Rapid scaling

Once we’re sure we can collect the right data with the right model, we can scale up rapidly. All anonymized, of course.

DATA COLLECTION & LABELING

Source diverse data in any language

Our contributors come from all walks of life, all over the world and - as one of the few data providers in the world - includes otherwise hard-to-reach geographies and languages. This allows you to collect and label utterances and text to produce diverse, well-represented datasets which are essential in NLP.

All our data labeling is 100% human-verified (often up to five times) to ensure accuracy, and we also employ machine and heuristic validation.

Text and handwriting

We tackle all problems within NLP that deal with the collection and understanding of text and meaning. This includes but is certainly not limited to:

Collection and labeling using classification

Sentiment and intent analysis

Question answering

Named entity recognition

Entity linking

Relationship extraction

We also do work in handwriting on various use-cases, such as digital ink and optical character recognition.

PROBLEMS WE SOLVE

Speech & audio

Given our data collection abilities, we work a lot with voice and utterances. We support a wide range of use cases, but most commonly:

Utterance and dialogue collection

Speech recognition

Text-to-speech and speech-to-text

Sentiment analysis

Intent classification

We support all the standard annotation formats, but even if you’re using your own, don’t hesitate to get in touch.

“Sophisticated Intent Recognition and Natural Language Understanding are critical for us and having a large corpora of natural language data is the foundation of high-quality semantic and language models."

Dr. Christoph Neumann
CTO at German Autolabs

You'll be in a good company

We’ve completed standalone & end-to-end machine learning projects for both small and enterprise-size companies across the world.

Hear from some of them

Need quality training data for
your NLP projects?

We’re 100% GDPR-compliant and the security of your data is ensured when transmitted, stored and processed.

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Data annotation & labeling - we’ll structure your data

Tailored machine learning projects