Data Validation

Ensure your dataset contains only the parameters that are useful to your model for more accurate outcomes. Leverage our scalable data validation and relevance services across a wide range of use cases.

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PRODUCT OVERVIEW

Focus on building amazing AI: Leave the data labeling to us

Our end-to-end data labeling services proficiently manage every project detail, from custom workflow set-up and annotator selection, to precise annotation execution and seamless final delivery, all held to the highest quality standards.

Leverage quality validation by content experts

Designed for high security and data privacy, our platform has advanced quality system features such as built-in validation, spot-checking and a workers seniority system to ensure high-quality data.

Capitalize on flexibility

Our project management team can work with you to create a tailored execution plan, ensuring that our team completes your project according to your timeline and budget.

Benefit from diversity and experience

With years of experience in providing professional crowdsourcing services, we can quickly source from our global-local experts to accurately evaluate your ads and content.

How it Works

Ensuring highly accurate model performance

Our data validation and relevance services help ensure your model performs at the highest level of accuracy and precision against real world data.

Ad Evaluation

Optimize your ads for relevance, intent and cultural context. Our expert multilingual and multicultural analysts can review and evaluate sponsored listings against your specific guidelines. Services include:

Ad relevance evaluation

Ad copy and content review

Ad ratings

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Geo-Location Data Evaluation

Using both supervised machine learning and active learning, raw location data is transformed into structured data for input into maps and navigation software. Our AI Community can verify:

Point of interest (POI) tagging

Address verification

Car and pedestrian routing

Geo search relevance

Search Evaluation Services

Evaluate your search engine’s retrieved results and the functionality of core elements like auto-fill, auto-correct, result titles, result captions, related results and more. Improve your search relevance by using our expert analysts to evaluate your search engine. Additional services include:

Machine Translation Quality Services

Our global language experts will work quickly to ensure that your translations sound as if they were originally written by a native speaker. Our services include:

Machine translation evaluation

Machine translation retraining

Machine-generated speech evaluation

Custom parallel corpora

workflows

Customize workflows to improve data labeling accuracy and throughput

Gain increased label quality with customizable workflows to orchestrate reviews throughout labeling pipelines. Effectively label the most complex scenarios with granular detail using nested ontologies and evaluate annotator performance with real-time analytics.

Model

Use AI models for accelerated labeling process

Integrate SOTA AI models such as LLaMa 3.2, GPT-4o, Gemini 1.5 Flash, and your own machine learning models to automate data labeling pipelines.

workflows

Configure workflows for quality control

Ensure quality control throughout labeling pipelines with customizable data workflows and multi-stage reviews. Assign roles, labeling tasks, and manage project completion.

analytics

Explore dynamic performance analytics

Gain at-a-glance insights with built in analytics on label quality and annotator performance, and model performance, to optimize optimize for speed and accuracy.