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ML DATA SOLUTIONS


Leveraging human intelligence, expertise and technology to provide the data
insights needed to advance AI

Learn More

Working with global AI leaders




THE IMERIT ADVANTAGE

iMerit’s data solution brings together technology, talent, and techniques to
provide high-quality data and precision at the scale of production required. We
meet the need for a consistent supply of data in the process of AI development,
from the training data all the way to the validation, and deployment.

TECHNOLOGY

iMerit leverages technology to enable rapid scalability, optimum resource
utilization, and access analytics and insights to power data-driven decisions.
Depending on the client’s needs and goals, iMerit can use proprietary data
annotation tools, the client’s tools, or any third-party tools.

TALENT

Our full-time expert workforce undergoes specialized training and has vast
annotation experience in different domains. iMerit’s Solution Architects draw
upon their deep expertise to help define the requirements, training, workflow,
feedback loops, and data validation.

TECHNIQUE

We create customized workflows that integrate tools and processes, real-time
feedback and quality control mechanisms, edge case insights, and
enterprise-grade data security protocols. Our end-to-end pipeline builds in
process efficiencies to save time and reduce costs.

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IMERIT DATA STUDIO

IMERIT GROUND CONTROL

Ground Control is your portal into our comprehensive annotation expertise,
workforce scalability and tooling ecosystem. Access project analytics and
insights, edge case management and other capabilities through your account.



IMERIT SELF-SERVE API

iMerit’s Self-Serve API integrates our capabilities into your data workflow for
a secure way to share data, project information, project guidelines, and more
with your dedicated iMerit project team.



IMERIT EDGE CASE

Build powerful and resilient ML models strengthened by edge cases. Within every
dataset, our teams surface the edge cases that ML models will typically break
down on. We work with you on the best way to resolve these edge cases as well as
similar cases you might see in your projects.



IMERIT PEOPLE PLATFORM

iMerit People Platform is a continuous integration and delivery infrastructure
for scaling operations. The platform is critical to both optimizing task
workflows and skill-matching expert workforces to projects at hand.




IMERIT
SOLUTIONS

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
 * Natural Language Processing
 * 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.

Learn More


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.

Learn More


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.

Learn More



IMERIT SERVICES

IMAGE ANNOTATION

MARKING AND LABELING IMAGES TO HELP COMPUTER VISION MODELS INTERPRET VISUAL DATA
EFFECTIVELY.

VIDEO ANNOTATION

EXTRACTING INTELLIGENCE FROM VIDEOS BY ANNOTATING OBJECTS IN EACH FRAME AND
HELPING MODELS IDENTIFY THEM.

TEXT ANNOTATION

IDENTIFYING, CLASSIFYING, AND LINKING RELEVANT TEXT STRINGS TO HELP ML MODELS
INTERPRET TEXT DATA.

AUDIO TRANSCRIPTION

TRANSFORMING SPEECH FROM AUDIO FILES LIKE INTERVIEW RECORDINGS OR COURT
PROCEEDINGS INTO TEXT.

SENTIMENT ANALYSIS

CLASSIFYING SENTIMENT IN MATERIAL CONTAINING TEXT AND IMAGES, AS POSITIVE,
NEGATIVE, OR NEUTRAL.

LIDAR ANNOTATION

LABELING IMAGES AND VIDEOS IN 360° VISIBILITY CAPTURED BY MULTI-SENSOR CAMERAS,
USING HIGH-PRECISION TOOLS.

CONTENT MODERATION

MONITORING, ASSESSING, AND FILTERING IMAGE AND TEXT DATA TO HELP ENFORCE
COMMUNITY GUIDELINES.

PRODUCT CATEGORIZATION

CATEGORIZING E-COMMERCE PRODUCTS BY MULTIPLE ATTRIBUTES TO IMPROVE USER
EXPERIENCE AND SEARCH RELEVANCE.

IMAGE SEGMENTATION

DIVIDING PIXELS IN IMAGES INTO MULTIPLE SEGMENTS BASED ON SHARED ATTRIBUTES AND
CHARACTERISTICS.


KICKSTART YOUR DATA PROJECT

GET A FREE QUOTE

Securely Upload Your Sample Data Set


BANK ON
IMERIT

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.

TRAINING

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.

EVALUATION

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

Work with Us



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

Steven Cadavid, President, KinaTrax

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"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

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"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

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"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

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FEATURED
CONTENT

Press Release


THE 2023 STATE OF MLOPS

iMerit, in partnership with VentureBeat, surveyed AI, ML, and data practitioners
across industries to explore the top reasons for AI/ML project failures and the
impact of data on large-scale, commercial-ready AI projects.

Learn more


Post

DATA ANNOTATION COMPANIES – BUILDING THE FOUNDATIONS OF FUTURE AI

Read more

post

CROWDSOURCED DATA LABELING: WHEN TO USE IT, AND WHEN NOT TO

Read More

post

THIS IS HOW YOU KNOW IT’S TIME TO BRING IN PROFESSIONAL DATA LABELERS

Read More

Press Release

PARTHASARATHY NS JOINS IMERIT AS A NEW BOARD MEMBER

Read more

Case Study

ULTRASOUND FOR ALL USING AI

Read more

Blog Post

TECHNOLOGY FOR IMPACT & SCALE: INSIGHTS FROM THE FOUNDERS OF IMERIT, INFOSYS,
AND AADHAAR

Read more

Press Release

IMERIT ANNOUNCES NEW CHIEF TECHNOLOGY & PRODUCT OFFICER

Read more

Post

DATA ANNOTATION COMPANIES – BUILDING THE FOUNDATIONS OF FUTURE AI

Read more

post

CROWDSOURCED DATA LABELING: WHEN TO USE IT, AND WHEN NOT TO

Read More

post

THIS IS HOW YOU KNOW IT’S TIME TO BRING IN PROFESSIONAL DATA LABELERS

Read More

Press Release

PARTHASARATHY NS JOINS IMERIT AS A NEW BOARD MEMBER

Read more

Case Study

ULTRASOUND FOR ALL USING AI

Read more

Blog Post

TECHNOLOGY FOR IMPACT & SCALE: INSIGHTS FROM THE FOUNDERS OF IMERIT, INFOSYS,
AND AADHAAR

Read more

Press Release

IMERIT ANNOUNCES NEW CHIEF TECHNOLOGY & PRODUCT OFFICER

Read more

Post

DATA ANNOTATION COMPANIES – BUILDING THE FOUNDATIONS OF FUTURE AI

Read more

post

CROWDSOURCED DATA LABELING: WHEN TO USE IT, AND WHEN NOT TO

Read More

post

THIS IS HOW YOU KNOW IT’S TIME TO BRING IN PROFESSIONAL DATA LABELERS

Read More
 * 1
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GETTING
STARTED!

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.

Let's Connect


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iMerit © 2022 | Privacy & Whistleblower Policy


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