Case studies
See how enterprises move AI ambition to AI impact.
Solving document fragmentation to power freight AI
Enabled a logistics payment company to rapidly scale high-accuracy data labeling for fragmented, handwritten shipping documents to drive smarter freight cost optimization.
Taming workflow chaos in generative design data
Delivered a complete data pipeline from sourcing and curating to labeling and final delivery, expediting the training of a Generative AI model to produce diverse design assets.
Turning mission-critical data into waste intelligence
Accelerated waste recognition AI by delivering 1 million high-accuracy, compliance-ready annotations monthly through expert-driven workflows and rapid data turnaround.
Solving cross-border talent gap for medical annotation across SEA
Mobilized qualified medical professionals across multiple countries in Southeast Asia to power an AI model for thyroid diagnostics, bridging the gap between clinical expertise and machine learning needs.
Screening UI experts to tackle AI talent noise
Identified and recruited UI designers through custom screening to meet complex criteria for a high-fidelity UI dataset development.
Solving language blind spots with culturally fluent AI
Engaged multilingual Asian talents to capture local language and cultural nuance, accelerating high-accuracy training for an AI communication model.
Enhancing high-stakes autonomous systems with contextual fidelity
Enabled precise and context-appropriate recognition in an autonomous driving system through custom data labeling and AI annotation process
Driving rapid throughput of validated data to power global agri-tech
Designed an extensible AI annotation verification infrastructure for the client’s data labeling team to meet high demands and seasonal surges.
Orchestrating in-depth classification for structural complexities in oil and gas
Enabled effective AI model deployment with an expert-processed and validated data pipeline in an intricate environment.
Enriching the retail experience with pixel-perfect semantic segmentation
Improved the precision in augmented reality (AR) for the footwear segment of the client’s AR garment try-on tech platform.
Optimizing mobile screen taxonomy for always-evolving UI
Accelerated AI model training and deployment by ramping up classification efforts across hundreds of categories with a custom data labeling workflow.
Championing STEM progress through linguistic accessibility
An initiative to build a bilingual dataset that challenges AI to reason more effectively in the fast-evolving world of STEM.
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