Expert Data For your AI
Quality Guaranteed
Merit’s expert-led model evaluation and training data solutions power the world’s most advanced AI systems — from frontier foundation models to enterprise-grade automation.
WHY IMERIT
High Quality Data at Scale
Trusted by leading model innovators for mission critical domain expertise and consistently high quality.
ACTIVELY MANAGE EXPERTS
Custom-sourced global subject experts for multimodal supervised fine-tuning, RLHF, red teaming, alignment and validation.
DOMAIN KNOWLEDGE
Annotation and validation for Computer Vision, Audio, LiDAR, and Sensor Fusion with guaranteed high quality and long-term consistency
ENTERPRISE SECURITY
Orchestrate your AI data pipeline: workflow design, automation, annotation, analytics, and integration in a single enterprise platform
Trusted by Top AI Innovators
SOLUTIONS
Mission-Critical AI Data
From foundation models to autonomous systems and medical AI, iMerit delivers expert-driven data solutions that power the world’s most advanced AI systems.
Generative AI
Expert data for foundation model development — evaluation, training data, alignment, and safety for frontier labs and enterprise AI teams.
Mobility AI
Healthcare AI
Clinical domain expertise combined with rigorous data processes powers medical imaging, diagnostics, and AI-driven healthcare applications.
Robotics
Structured training data and real-world scenario validation enhance robotic perception, navigation, and task execution in dynamic settings.
GENERATIVE AI
EXPERT-LED MODEL EVALUATION
Leverage iMerit Scholars, our global community of subject experts handpicked for deep domain knowledge combined with metacognition to evaluate and fine tune foundation models.
HIGH QUALITY DATA AT SCALE
- Multidomain Tests & Benchmarks: Challenging puzzles in specialized fields and languages
- Chain of Thought Reasoning: Setting complex Math problems and iteratively correcting faulty model reasoning steps to generate a golden reasoning trace analysis
- Evaluation: Test scenarios and advanced error analysis
- Alignment: RLHF, safety, and policy adherence
iMERIT SCHOLARS
EXPERTS IN THE LOOP
WHAT ARE SCHOLARS?
10,000+
60+
Countries
10+ Years
Experience
DATA ANNOTATION
TOOLS AND SERVICES
For developers of predictive AI applications, iMerit provides best in class tooling, flexible workflow design, automated pre-annotation and a highly skilled in-house dedicated workforce. iMerit’s guaranteed quality at large scale drives mission critical outcomes.
FLEXIBLE TALENT AND TECHNOLOGY
- Image, Video & LiDAR: Analysis of complex visual scenes for object detection, segmentation, classification and tracking.
- 3D Sensor Fusion: Seamless integration of LiDAR, Radar, and camera inputs, including both fish-eye and pinhole models. Built-in automation to enhance speed and accuracy.
- Domain Expertise: Specialized Ango modules for DICOM, Point Clouds, long videos, backed by custom automation and subject matter specialist teams.
ANGO HUB
TECHNOLOGY THAT ENABLES GREATER SCALE
A platform that unifies tools, workflow automation, and domain expertise into a comprehensive end-to-end solution for model evaluation and data annotation.
WHERE EXPERTS MAKE A DIFFERENCE
- Versatile Modalities: Handles image, video, LiDAR, DICOM, text, PDF and audio with smart interfaces, in-built automation and customizable workflows
- Deep Reasoning Lab: Interfaces and workflows for sequential reasoning throughout the AI response process. Handles prompt/response creation, chain-of-thought reasoning, alignment and RLHF
- Production Readiness: Extensive QA modes, bring-your-own-model for pre-annotation, production analytics and edge-case handing
Model Integrations
CASE STUDIES
THE iMERIT DIFFERENCE
EXPERTISE AT PRODUCTION SCALE
Leverage domain specific experts to evaluate model outputs and provide data inputs for improved model precision.
FOUNDATION MODEL TUNING
Merit actively sources, matches, and manages domain experts for your projects—and continuously evaluates performance and quality over time.
ADVANCED DATA ANNOTATION
Provides both domain and tooling expertise, with advanced training and high retention to allow scaling without diluting quality.
END-TO-END PLATFORM
Secure global offices and vetted staff provide the highest security for your data. iMerit is SOC2, ISO 27001, GDPR, HIPAA, and TISAX compliant.
GET
STARTED!
The need for high quality, trusted and secure AI training data services has never been greater. iMerit combines the best of technology and automation with world-class subject matter expertise to deliver the data you need to get to production, fast.
