Generative AI Solutions

EXPERT HUMAN DATA

Partner with iMerit Scholars—a global team of domain-trained professionals—purpose-built for frontier model development and high-complexity, regulated use cases.

EXPERT-IN-THE-LOOP​

DATA SOLUTIONS

INTEGRATED SOLUTION

Embed iMerit Scholars, human-in-the-loop domain experts, directly into your stack or manage data pipelines with iMerit’s Ango platform.

BUILT FOR COMPLEXITY

Advanced CoT reasoning, long-tail multilingual tasks, multimodal workflows, and regulated domains.

QUALITY THAT SCALES

Fewer iterations, faster ramp-up, and higher first-pass accuracy.

iMERIT SCHOLARS

MEET THE UNCROWD - CURATED EXPERTISE

  • Global Workforce: Combining a trusted in-house global workforce with a specialized network of Scholars: industry professionals and domain experts actively working in their field of speciality.
  • Enterprise Scale: Our in-house teams are full-time, professionally managed, and rigorously trained to deliver scalable, high-throughput annotation and evaluation across diverse modalities and industries, ensuring operational reliability, continuity, and consistent quality over time.
  • Domain Specialists: When your work demands niche domain expertise, like clinical diagnostics or rare language nuances, our global Scholars of rigorously vetted specialists provide real-world context for model training and evaluation.

USE CASES

Strengthen, validate, and align your foundation models for any domain, language, or modality.

PROMPT-RESPONSE PAIRS

CHAIN-OF-THOUGHT-REASONING

RLHF & ALIGNMENT

CORPUS CREATION

EVALUATION & SAFETY

MULTIMODALITY

Corpus Augmentation

RAG FINE TUNING

Agent evaluation

PROVEN SCALE

TRUSTED BY THE BEST

From foundational model labs to global enterprises, iMerit powers high-stakes AI efforts across industries and use cases: autonomous vehicles, healthcare, commerce, financial, and safety-critical GenAI deployments.

We’ve partnered with top AI labs and Fortune 100 companies to deliver scalable, high-context data for evaluation, fine-tuning, and model development. Our teams integrate seamlessly into internal workflows, flex to changing specs, and maintain quality at every stage of growth.

iMerit corpus augmentation improved the performance of our business intelligence platform on one of the tightest deadlines we’ve ever seen.
Head of Product

CASE STUDIES

Our work helps power some of the most advanced GenAI and mission-critical services in the world.

Gen AI: Math Reasoning

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.
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Fine-Tuning Multimodal GenAI Platform

Top cloud computing company consulted iMerit to augment and improve their LLM-powered business intelligence platform.
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Healthcare AI: Ambient Scribe

Physicians in various specialities summarize clinical encounter notes to validate fine-tuned GenAI model performance in a HIPAA-compliant environment.
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VLM for Autonomous Mobility

This major AI company came to iMerit to implement a vision-language-action model to improve model explainability, decision-making transparency, and overall safety
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HUMAN-CENTERED BY DESIGN

ENTERPRISE-READY BY DEFAULT

Talent Driven Culture: iMerit was founded on the belief that the future of AI should be built by people who represent the world it serves. That’s why we’ve spent over a decade investing in workforce development, creating long-term, high-skill careers for talent across the globe. Everyone is trained and supported to deliver at the highest standards of performance, privacy, and accountability.

Trusted & Secure: Our operations meet the world’s most rigorous enterprise and regulatory benchmarks, including—SOC 2, HIPAA, and GDPR—and are structured for traceability, auditability, and continuous improvement.

ANGO HUB DEEP REASONING LAB

Integrate Seamlessly. Operate at Scale.

Multistep Scenario Design: 
Navigate complex tasks through various paths.

Bring Your Own Model: 
Easily integrate your choice of models in an intuitive workflow

Custom Interfaces:
Design easy interfaces for complex multimodal interactions

Whether you use iMerit’s enterprise-grade Ango Hub platform or bring your own, our teams plug directly into your workflows with zero friction.

We support direct API integration, custom data schemas, private instance deployments, and secure pipeline handoffs—with full traceability from annotation through delivery.

Our infrastructure is built for scale, compliance, and speed, enabling rapid task iteration, performance monitoring, and integration with internal QA, model evaluation, or audit systems.

You don’t adapt to us. We adapt to you, without slowing you down.

bring us your

Hardest data problems!

 

Your most complex data challenges deserve a partner who can think with you, and move at your pace.

Whether you’re scaling a new evaluation pipeline, fine-tuning a frontier model, or entering a domain with regulatory complexity, iMerit is built to help you move faster, with less risk and more confidence.

Let’s talk about how our teams, tools, and expertise can accelerate your next milestone.