
Data Sourcing
We can source large volumes of high-quality data with pre-labeled datasets for a fast start or with new unbiased, globally representative and specific data for your content relevance application

Data Preparation
We can annotate all data types – image, video, audio, text, 3D sensor, multi-modal – and ensure you get the right outcomes the first time

Model Evaluation
User test and benchmark performance against competitors to identify potential performance gaps, and prepare the data needed to optimize performance

Ads Evaluation
Ensure content and landing pages are relevant to query, context, culture and needs of your target to deliver high-quality results

Whole Page Evaluation
Determine how well your page performs to provide usable insights to help advance towards business goals

Side by Side Evaluation
Confidently deploy model updates after validating delivery of better results in a blind test to optimize performance for success

Cataloging- Taxonomy Development
Ensure your customers’ search terms and your tags are aligned, to improve content recommendations

Cataloging – Categorization
Ensure similar offerings are grouped and displayed at the same time (e.g., similar songs or video content)

Cataloging – Data Types
Support across all data types including image, video, audio, text and multimedia

News Feed Content Moderation
Newsfeed and Social Media evaluations ensure content is credible and reliable

Related Search Content Moderation
Identify auto-fill and auto-correct suggestions, as well as identifying “junk” or irrelevant content

Geo-local Evaluation
Ensure the latest local results appear in maps and navigation search

Map Verification
Ensure point-to-point navigation is accurate, safe and efficient

Entity Evaluation & Correction
Ensure accurate business information (e.g., websites, hours, contact details)

Scalable
In-house data experts who manage delivery of 1B+ content relevance judgments each year for the largest technology companies

Unbiased
Our crowd contains 1M+ contributors across 235+ countries ensuring your product can provide accurate results for a global audience

Localized
Exclusive use of local, in-market experts with option to specify multiple interlocking demographics to ensure data is aligned with your target market

Computer Vision & Pattern Recog.
Access ample datasets specific to your requirements to ensure your model is well trained with the right information to react appropriately to real world scenarios

Speech Data Collection
Build the best natural language processing, understanding, and automatic speech recognition solutions with human-annotated speech data in over 235 languages and dialects

Automatic Speech Recognition
Access large volumes of high-quality language data (recordings, transcription, annotation, localization) to ensure models can accurately understand and respond to human speech in multiple languages, dialects, environments and contexts

Text Data Collection Services
We offer multilingual Text Data Collection Services in all major languages and dialects

Sentiment Analysis, Chatbots, & More
Partner with our experts to collect text data specific to domain, language and locale in a wide variety of settings enabling you to build robust NLP systems and expand into new geographic markets

Video Annotation
Choose from video classification, transcription, object tracking (with additional Speed Labeling capabilities to automate across frames), object detection and time stamping

Pre-labeling
Speed up the annotation process by selecting the best fit model from the model library. Send the output to contributors to then review and edit as needed

Image Transcription
Draw a bounding box around text in an image and auto-transcribe it in the same step. Obtain localized text for more robust OCR training data

Image Annotation
Create image annotation jobs using polygons, dots, lines, rotating bounding boxes and/or ellipses and collect additional object information in shapes using ontologies for faster, more flexible and more accurate image annotation

Pixel Level Semantic Segmentation
Label images pixel-by-pixel for your computer vision models. Use PLSS for very precise labeling down to the pixel level and enhance accuracy and performance

Point Cloud Annotation
Manage annotations for several types of point cloud data including LiDAR, Radar, and other types of scanners/sensors in the same project, using our intuitive annotation interface

Text Collection
We offer multilingual Text Data Collection Services in all major languages and dialects. Our Text Utterance Collection and Text Generation services can gather large volumes of high-quality, customized text utterances or generate scenario-based responses to ensure chatbots and conversational AI models are rained for all conversation scenarios

Text Annotation (NER, POS)
Expand on your NLP labeling by connecting named entities or parts of speech within relationships so that your models form connections and greater understanding of textual content

Entity Extraction
Highlight and categorize relevant entities and train your model to derive key information from big volumes of text to improve the cognitive ability of your model

Text Classification (Sentiment, Intent)
Increase chances of having a meaningful conversation by understanding intents behind customer queries and get insights from customer interactions

Search Results Evaluation
Rank search results and improve user experience by using this data to train models to return the most relevant search results for the customer’s query

Text Evaluation & Post Editing
Evaluate and improve the naturalness and relevance of the text generated by NLP models, such as machine translation models and other sequence models with the help of our multi-lingual specialists

Speech & Audio Collection
Gather large volumes of high-quality, customized speech and audio data for training voice-prompted virtual assistants, voice activated search functions, voice-to-text capabilities and more. We provide data collection as a standalone service and as part of a multi-component deliverable

Ontology Design
Create an ontology to organize items and events your application needs to understand and facilitate relationships between text information and item properties.

Conversational Design
Create user scenarios based on your application’s functionality, so your chatbot is well trained to easily and accuratly answer user inquiry

Data Annotation
Access our global crowd to for accurate, high-quality annotation of keywords, entity types, intents, sentiment, and other meaningful elements of natural language

Model Evaluation
Measure model success, identify which areas of your model need course correction and support you to refine design and performance

Multilingual Pre-labeled Datasets
Leverage our catalog of 270+ datasets, with 11K+ hours of transcribed speech data

Data Creation & Collection
Harness our diverse crowd of more than 1+ million contributors to gather unbiased model training data to match your application scenarios

Object Detection & Recognition
Overlay digital objects on physical ones and mediate their interaction

Object Labeling
Display descriptive labels on images and scene components

Audio Recognition
Trigger image effects that match spoken keywords

Text Recognition & Translation
Overlay translations on books, street signs and other text

Procedural Content Generation
Create bespoke characters, environments and other graphical objects

Virtual Humans
Create virtual characters whose behaviors mimic human interaction

Embodied Interactions
Create movement interaction systems that closely mimic human movement

Audio Annotation
Segment audio into layers, speakers and timestamps for your Audio Speech Recognition and other audio models, training your models to accurately identify different speakers and other audio cues

Audio Transcription
Leverage built-in NLP models to improve transcription quality and efficiency and transcribe spoken audio into text or validate machine-generated transcriptions to accurately train Audio Speech Recognition models

Audio Classification
Use sound categorization or utterance classification to classify audio based on language, dialect, semantics, and other features. This process helps train models to understand spoken cues

Project Structure
Help create a well thought-out, structured foundation for your project and tailored quality plan to deliver the right kind of data

Scripting Expertise
Provide tooling and scripting expertise to improve quality and reduce timelines

Communication
Communicate carefully to understand and relay your unique objectives

Project Challenges
Predict, diagnose, and overcome project challenges

Project Management
Take on day-to-day project management and personnel functions

Quality Assurance
Translation quality evaluation to focus on areas that need improvement to increase the standard of your translations

Translation Memory
Database storage of previously translated segments to aid human translators

Terminology & Glossary Management
Manage and optimize natural language ambiguities and vernacular for consistent translations

Tag Prediction & Automated Consistency Checks
Ensure language use and outputs are consistent with a set of consistency checks to ensure your updates are valid