Achieve Unmatched Data Accuracy

Count on quality data with our AI data platform and expert services, driving better decision-making, enhanced efficiency, and a competitive edge.

  • Collect: Gather raw data from diverse sources, ensuring a comprehensive and varied dataset for robust AI training.
  • Curate: Organize and refine data for quality and relevance, transforming raw information into valuable assets for your AI projects.
  • Annotate: Implement accurate labeling for meaningful context and improved training, enhancing model accuracy and performance.
  • Fine Tune: Generate high-quality datasets to optimize pre-trained AI models for specific tasks.

Get started with Accelerated Annotation today

Achieve Unmatched Data Accuracy

Data Services Supported

Achieve more with your data through our comprehensive services that optimize AI model performance and drive business growth.

Dataset Analysis

Verify the quality and distribution of data that has already been labeled. We use Confident Learning, unsupervised learning or clustering, and classical dataset analysis techniques to verify the relevance, distribution and accuracy of your existing labeled data.

Data Labeling Instructions

Work with our experts to refine your labeling instructions, including taxonomy and ontology design and annotation type selection, and disambiguate your labeling guide to limit model confusion and maximize performance.

Data Labeling Instructions

Data Annotation

We custom train up to eight models, on the fly, on your data according to your annotation strategy. We leverage these models to automate as much of the annotation as possible. Models are retrained as we label. The model performance is further optimized using an unbiased teacher-student model trained on the unlabeled portion of the data to maximize automation potential.

Learn more about Accelerated Annotation

Dataset Curation

Use unsupervised learning, vector analysis, and other data exploration techniques to curate and select the most relevant data to label - ensuring you label the most useful data for your application.

Dataset Curation

Labeling Prioritization

We use Bayesian optimization with specific models or classes to prioritize the annotation queues. The values are recalculated as we annotate to iteratively ensure that we are always labeling the most relevant data for you upfront.

Quality Assurance

Using a consensus approach with Confident Learning, we assess an annotation's accuracy and suggest possible errors to our QA team for review. Errors are minimized by comparing the annotation to what multiple models perceive as the ground truth. This method also effectively surfaces ambiguities in ontologies and taxonomies.

Quality Assurance

What our clients say

With a trained team, you get something you simply can't with crowdsourcing—accountability. In retrospect, this has had a huge impact for us, because the biggest limiting factor on the performance of the models is actually the quality of the labels, and how precise the definitions are.

Dr. Michael Bewley

VP, AI & Computer Vision

Nearmap

CloudFactory's Accelerated Annotation offers a compelling platform backed by a reliable workforce. We saw 75% efficiency gains and preserved quality, and having a personal, collaborative relationship with their workforce allowed them to provide us with useful feedback throughout the process, giving us exactly what we were looking for in a partner.

Julian Seidenberg

Head of Artificial Intelligence

Narrative

Quality data is the cornerstone of impactful AI. Our endeavor to annotate the crucial sightings of whales has paved the way for groundbreaking advancements in marine safety and conservation.

Ross Eaton

Principal Scientist and Director of Marine Systems, Charles River Analytics

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Great people and a great service offering many options for data labeling needs and more.

Mihai Avram

Senior Software Architect of Innovation, ghSMART

ghSMART

Why Choose CloudFactory?

Quality, Speed, and Scalability

Quality, Speed, and Scalability

Combination of innovative AI technology, comprehensive solutions, and human expertise that delivers the quality, speed, and scale your data and models need.

AI-Powered Automation

AI-Powered Automation

Automation that continuously adapts to your AI initiatives and specific use case needs.

Critical Insights

Critical Insights

We’ll let you know when something isn’t working so your data and models can achieve maximum accuracy and performance.

Security and Confidentiality

Security and Confidentiality

Dedicated to process excellence, data security, and compliance—ISO 9001:2015, ISO 27001, SOC 2, HIPAA, and GDPR

Experience and Service

Experience and Service

Deep workforce expertise developed over 8M hours of fine-tuning and perfecting AI data and models.

Get to Market Faster

Get to Market Faster

Our proven operational methodologies across the entire AI lifecycle bring you the best results sooner, with less effort.