Automation
ACCELERATE MEDICAL AI
WITH INTELLIGENT AUTOMATION
iMerit turns complex clinical data into model ready datasets faster, pairing AI powered annotation and intelligent workflows with medical experts who stay in the loop where clinical judgment matters.
AI-POWERED AUTOMATION
EXPERT-LED QUALITY
Medical AI workflows require more than speed. They require precision, consistency, and the right level of expert oversight. iMerit combines automation technology with configurable workflows and expert-in-the-loop review to help teams scale annotation and validation without losing control over quality.
INTELLIGENT AUTOMATION ACROSS WORKFLOWS
AI-Assisted Pre-Labeling
Generate initial annotations with AI models and let experts review, correct, and finalize the results.
Smart Annotation Tools
Accelerate complex imaging and data workflows with AI-assisted segmentation, OCR, Adaptive Brush, Level Tracing, Grow, Magnetic Lasso, and more.
Automated Quality Control
Apply custom validation rules and model-based checks to flag errors, reject invalid labels, and reduce downstream rework.
Intelligent Workflow Automation
Automate task routing, requeueing, consensus, prioritization, and workflow actions based on project requirements.
Expert-in-the-Loop Review
Integrate trained medical specialists and reviewers at the stages where clinical expertise and judgment matter most.
Radiology Annotation Co-Pilot
Provide real-time, rule-based guidance to help annotators navigate complex radiology protocols and edge cases.
FROM ANNOTATION TO VALIDATION
ONE CONNECTED WORKFLOW
With Ango Hub, iMerit brings annotation, automation, validation, workflow management, and expert review together in a configurable environment. Teams can build workflows around the complexity of their data and the quality requirements of their AI models, including:
Pre-Label → Annotate → Validate → Review → Requeue → Approve
This creates a continuous feedback loop where automation accelerates the workflow while quality controls and expert review remain embedded throughout.
BUILT FOR COMPLEX MEDICAL WORKFLOWS
iMerit supports image, text, document, audio, video, and multimodal AI workflows across healthcare and life sciences. Our teams work across applications ranging from diagnostic imaging and pathology to clinical documentation, autonomous coding, patient care workflows, and AI model evaluation.
WHY HEALTHCARE TEAMS CHOOSE iMERIT
- Automation + Medical Expertise: Combine AI-powered tools with trained medical annotators, reviewers, and subject matter experts.
- Quality Built Into The Workflow: Use automated validation, consensus, review, and feedback loops to maintain consistent output.
- Configurable For Complex Use Cases: Build no-code workflows around task requirements, clinical guidelines, and project-specific quality criteria.
- Scale Without Losing Control: Automate repetitive work while keeping human judgment where it adds the most value.
- Synthetic Data Design: Generate and augment medical datasets with synthetic data to address data gaps, increase coverage, and support model development alongside real-world clinical data.
- Faster Path To Production: Reduce manual effort, accelerate dataset creation, and move high-quality training data into model development faster.
CASE STUDY
iMerit has applied automation and expert-in-the-loop workflows across large-scale medical AI projects, including radiology, pathology, clinical text, transcription, and video workflows.
In one cardiac ultrasound project, iMerit processed more than 23,000 videos using pre-labeling, customized workflows, expert review, and continuous quality checks. The resulting model achieved 98% diagnostic accuracy in testing and was later embedded into point-of-care ultrasound devices.
Trusted & secure
At iMerit, data security and privacy are built into every workflow. Our platform features strict access controls, granular data partitioning, and encryption for sensitive information, and complies with data privacy regulations and compliance standards. Detailed logging, monitoring, and audit trails ensure complete transparency and traceability, keeping every interaction with your data secure and accountable.
Featured
Content
READY TO
SCALE SMARTER!
From AI-Assisted Annotation to Production-Ready Data
Automation should do more than reduce manual work. It should help medical AI teams create better data, faster. iMerit brings together AI-powered automation, workflow technology, and medical expertise to help teams build reliable datasets for the next generation of healthcare AI.
