iMerit Data Studio

End-to-end AI data solution leveraging technology and experts-in-the-loop to create high quality data for your ML and AI.

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The iMerit Advantage

iMerit unites the technologies, processes and people that, together, deliver accurate and nuanced annotations that companies depend on to get to production. Our data annotation fuels your journey from exploratory R&D to proof of concept to mission-critical, production-ready solutions. We recognize that your data training process is iterative and evolving and we are always as agile and flexible as you need us to be.


We use the best technologies for your project, whether it’s our tools, your proprietary tools or a third party. If the right tool or technology doesn’t exist today, we build it!


We continually train, empower and ultimately retain our talent. For you, this means an expert-level extended workforce that you can always access, trust and depend on for mission-critical accuracy, edge-case management and directional insights.


iMerit is SOC 2 compliant and ISO 27001:2013 certified. We manage over 5,500 full-time employees across the US, India and Bhutan, all under strict NDA. For high-security work, we operate dedicated and monitored facilities, with strict security protocols.


Data annotation throughput, accuracy, and workflow alignment are the most significant drivers to high performing data strategy outcomes. iMerit leverages advanced tools, machine learning algorithms and workflow best practices to enrich, annotate, and label large volumes of unstructured data. While technology solves for throughput, our managed workforce teams solve for accuracy through their deep industry-specific expertise across Computer Vision, NLP and Content Services.

Computer Vision

iMerit has labeled, annotated, enriched and segmented over 250 million images and videos that power Computer Vision algorithms. iMerit’s delivery team works with complex edge cases and nuanced taxonomies to give clients an extra advantage.

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Facial recognition annotation, a Computer Vision use case
Natural Language Processing

iMerit’s advanced workforce produces throughput on language data across genres, domains, modalities, levels of structure, and different languages. The workforce has annotated over 20 million Natural Language Processing data points at 97% accuracy.

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Text analysis for Natural Language Processing use cases
Content Services

iMerit helps merchants realize compelling customer experience for e-commerce and other digital platforms with organized, searchable and relevant data. The iMerit workforce validates, enriches, moderates and tags data so it best serves the offering and enhances overall shopping practices.

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Detailed product descriptions for e-commerce, a Content Services use case


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Bank On

Working with iMerit leads to transformative, solutions-based outcomes for big data initiatives. We leverage the technologies, processes and teams that best solve for specific data enrichment needs. From LiDAR Annotation, Salience Analysis and Data Extraction to a wide variety of Computer Vision, Natural Language Processing and Content Service use cases, iMerit is your extended technology and workforce solution. Partner with us and we will give you vision and the ability to execute at scale.

Expert Consultation

Transformative, solution-based approach. Interdisciplinary problem solving. Agility and responsiveness, Time-To-Value enhancers.


Targeted resources. Custom skilling. Focused and deep microlearning curriculum. Domain expertise. Rostering tools.

Workflow Customization

Alignment of tools and processes. Structured Development Milestones. Two-step production and QA annotation workflows.

Feedback Cycle

Transparency via analytics. Real Time Monitoring and Service Delivery Insights. Edge case Insights. Dynamic Model Improvement.


Assessment of deliverable. Appraisal of key metrics, quality control processes. Model reconsideration. Analysis of business outcome.

"iMerit's data annotation enables us to build accurate models and actionable insights for hundreds of MLB pitchers"

Steven Cadavid, President, KinaTrax

Client testimonial from Crowdreason, a technology services company providing property tax software

"Well-managed team, hits predictable timelines, good quality work, easy to scale team up and down. iMerit helps us produce our products faster."

CTO - Geospatial intelligence company focused on property risk and valuation

Geospatial intelligence company

"I appreciate the love iMerit brought to the work and will be delighted to collaborate further on data challenges."

Chief Digital Officer, Leading cultural institution

Client testimonial from Leading cultural institution

"iMerit is an invaluable partner, providing us with accurate data which helped us develop our property tax software."

Brandon Van Volkenburgh, CTO & Co-founder, CrowdReason

Client testimonial from Crowdreason, a technology services company providing property tax software


The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.

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