Expert Data For your AI

Quality Guaranteed

iMerit’s Expert-led model tuning & advanced data annotation accelerate your AI to production.

High Quality Data at Scale

Trusted by leading model innovators for mission critical domain expertise and consistently high quality.

FOUNDATION MODEL TUNING

Refine GenAI/AGI with custom-sourced global subject experts for multimodal supervised fine-tuning, RLHF, red teaming, alignment and validation

ADVANCED DATA ANNOTATION

Annotation and validation for Computer Vision, Audio, LiDAR, and Sensor Fusion with guaranteed high quality and long-term consistency

END-TO-END ANGO PLATFORM

Orchestrate your AI data pipeline: workflow design, automation, annotation, analytics, and integration in a single enterprise platform

Trusted by top AI innovators

GENERATIVE AI

EXPERT-LED FINE TUNING

Leverage iMerit Scholars, our global community of subject experts handpicked for deep domain knowledge combined with metacognition to 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

DATA ANNOTATION

HUMANS-IN-THE -LOOP

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

SUPERCHARGE YOUR DATA

Leverage domain specific experts to evaluate model outputs and provide data inputs for improved model precision.

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

Original corpus of 1,000 Chain of Thought math problems, including step-wise corrections and annotation, intersecting 60+ disparate subdomains of formal and applied mathematics.
Multi year project for fusion of twelve 2D and 3D sensors per frame to track street scene objects like vehicles, pedestrians, lane markings, and traffic lights.
Physicians in various specialities summarize clinical encounter notes to validate fine-tuned GenAI model performance in a HIPAA-compliant environment.
Vision-language-action model to generate a voice description of decisions by the perception engine, to improve model explainability and overall safety.

THE iMERIT DIFFERENCE

CUSTOM EXPERTISE AT PRODUCTION SCALE

Leverage domain specific experts to evaluate model outputs and provide data inputs for improved model precision.

FOUNDATION MODEL TUNING

iMerit is unique in actively sourcing, engaging and matching experts for your projects, and actively managing 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. Top ten clients have NPS of 7 or higher.


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.

“Of all the vendors tested through the RFP process iMerit’s data scored the highest in terms of quality.”
Director of Vendor Services

GET

STARTED!

The need for generative AI training data services has never been greater. iMerit combines the best of predictive and automated technology with world-class subject matter expertise to deliver the data you need to get to production, fast.