Annotation suite

Annotation suite

Annotation suite

Data labeling.
Lightning-fast, pixel-perfect.

Data labeling.
Lightning-fast, pixel-perfect.

Integrate LLMs into your pipelines and run them at scale—with error handling, automatic retries.

Customers

Customers

Build breakthrough AI models.
Join leading AI research labs and Fortune 100s.

Customers

Healthcare and pharma

Boston Scientific Logo

Radiology annotation

Healthcare and pharma

Boston Scientific Logo

Radiology annotation

Healthcare and pharma

Boston Scientific Logo

Radiology annotation

Logistics

Raft logo

Document workflows

Logistics

Raft logo

Document workflows

Logistics

Raft logo

Document workflows

Manufacturing

Miele Logo

Manufacturing automation

Manufacturing

Miele Logo

Manufacturing automation

Manufacturing

Miele Logo

Manufacturing automation

Logistics

DB Cargo logo

Asset inspection

Logistics

DB Cargo logo

Asset inspection

Logistics

DB Cargo logo

Asset inspection

Healthcare and pharma

Roche logo

Digital pathology

Healthcare and pharma

Roche logo

Digital pathology

Healthcare and pharma

Roche logo

Digital pathology

BPO, consulting and IT services

Sony logo

Detection automation

BPO, consulting and IT services

Sony logo

Detection automation

BPO, consulting and IT services

Sony logo

Detection automation

AI research and public sector

Insitro logo

Drug development

AI research and public sector

Insitro logo

Drug development

AI research and public sector

Insitro logo

Drug development

Healthcare and pharma

Cellino Logo

Digital pathology

Healthcare and pharma

Cellino Logo

Digital pathology

Healthcare and pharma

Cellino Logo

Digital pathology

Use cases

Use cases

Use cases

Create high-quality training data.
V7 supports all your labeling needs.

Images

Videos

DICOM & NIfTI

Microscopy

RLHF

Speed up complex annotation tasks with AI-assisted labeling and custom computer vision models. Generate semantic pixel masks and segment irregular shapes with a single click. Use keypoints, brushes, polylines, and more.

Images

Videos

DICOM & NIfTI

Microscopy

RLHF

Speed up complex annotation tasks with AI-assisted labeling and custom computer vision models. Generate semantic pixel masks and segment irregular shapes with a single click. Use keypoints, brushes, polylines, and more.

Annotation suite

Annotation suite

Annotation suite

Automate video annotations 10x faster without errors.
Create high-quality training data with AI-assisted labeling.

Automate video annotations 10x faster without errors.
Create high-quality training data with AI-assisted labeling.

Data labeling services.

On-demand and world class.

Integrations.

SDK, API, and storage.

Custom workflows.

Collaborate in real-time.

AI-assisted labeling.

Speed meets accuracy.

Annotation tools.

For all data types.

Data labeling services.

On-demand and world class.

Integrations.

SDK, API, and storage.

Custom workflows.

Collaborate in real-time.

AI-assisted labeling.

Speed meets accuracy.

Annotation tools.

For all data types.

Photo of a man in a white polo shirt smiling
Miovision Logo

“Visibility on metrics in V7 is very helpful to us, and it's something we didn’t have in our internal solution.”

Andrew Achkar

Technical Director at Miovison

Photo of a man in a white polo shirt smiling
Miovision Logo

“Visibility on metrics in V7 is very helpful to us, and it's something we didn’t have in our internal solution.”

Andrew Achkar

Technical Director at Miovison

Photo of man smiling
Genmab Logo

“V7 is great. The API is very straightforward to use, so we can easily get data into our system.”

David Soong

Director, Translational Data Science at Genmab

Photo of man smiling
Genmab Logo

“V7 is great. The API is very straightforward to use, so we can easily get data into our system.”

David Soong

Director, Translational Data Science at Genmab

Image of woman smiling
Imidex logo

“We conducted extensive research of annotation tools and ultimately chose V7.”

Maleeha Nawaz

Manager of Quality and Data Curation at Imidex

Image of woman smiling
Imidex logo

“We conducted extensive research of annotation tools and ultimately chose V7.”

Maleeha Nawaz

Manager of Quality and Data Curation at Imidex

Automated labeling

Automated labeling

Automated labeling

Annotate any dataset
with speed and accuracy

Annotate any dataset
with speed and accuracy

For many AI teams, creating high-quality training datasets is their biggest bottleneck. Annotation projects often stretch over months, consuming thousands of hours of meticulous work. V7 can speed up data annotation 10x, turning a months-long process into weeks.

Use intuitive interface and AI-assisted tools to turn complex labeling tasks into a few simple clicks and adjustments. Work with any size dataset and file type, from videos, PDFs, and architectural drawings to specialized medical formats like SVS or DICOM.

AI-assisted data labeling

Label data at lightning speed with V7 Auto-Annotate and SAM2. Segment complex objects like lesions in CT scans and items on assembly lines with high accuracy. Achieve expert level segmentation across diverse domains, regardless of industry.

AI-assisted data labeling

Label data at lightning speed with V7 Auto-Annotate and SAM2. Segment complex objects like lesions in CT scans and items on assembly lines with high accuracy. Achieve expert level segmentation across diverse domains, regardless of industry.

Auto-track for video

Track objects across selected time ranges in videos. Automatically follow instances and mark in-and-out of view situations. Streamline video annotation for tasks like AI-assisted surgeries, retail shrinkage prevention, or sports analytics.

Auto-track for video

Track objects across selected time ranges in videos. Automatically follow instances and mark in-and-out of view situations. Streamline video annotation for tasks like AI-assisted surgeries, retail shrinkage prevention, or sports analytics.

Label similar objects

Pick one object and find similar ones automatically. Speed up repetitive annotation problems like preparing training data for cell counting models or product identification on shelves. Reduce manual effort in large-scale labeling projects. Reduce human errors caused by fatigue and monotony.

Label similar objects

Pick one object and find similar ones automatically. Speed up repetitive annotation problems like preparing training data for cell counting models or product identification on shelves. Reduce manual effort in large-scale labeling projects. Reduce human errors caused by fatigue and monotony.

Model in the loop

Integrate external or out-of-the-box models to pre-label your data or detect quality issues. Compare performance between human labelers and AI models in blind tests. Connect models to your ML pipeline and improve your annotation process and model accuracy.

Model in the loop

Integrate external or out-of-the-box models to pre-label your data or detect quality issues. Compare performance between human labelers and AI models in blind tests. Connect models to your ML pipeline and improve your annotation process and model accuracy.

Workflows

Workflows

Workflows

Leverage humans in the loop.
Build better ML pipelines.

Leverage humans in the loop. Build better ML pipelines.

As annotation projects scale, AI teams struggle to track progress, maintain QA standards, and ensure accountability. Inconsistencies can quickly compound, leading to compromised data quality—which impacts the entire AI development lifecycle.

V7 allows you to design multi-stage review workflows to orchestrate your labeling process. Assign roles, tasks, and manage project completion. Use conditional logic and automations to always route data to the right stages or team members.

Workflow

Consensus

Stages

Dataset

01

Consensus

02

Logic

03

Review

04

Annotate

05

Complete

06

Workflow

Consensus

Stages

Dataset

01

Consensus

02

Logic

03

Review

04

Annotate

05

Complete

06

Collaborate

Improve teamwork with real-time collaboration features. Ensure smooth communication between annotators, reviewers, and ML engineers to speed up assignments. Delegate tasks and track progress of multiple independent annotation projects.

Collaborate

Improve teamwork with real-time collaboration features. Ensure smooth communication between annotators, reviewers, and ML engineers to speed up assignments. Delegate tasks and track progress of multiple independent annotation projects.

Consensus

Ensure data integrity with blind tests. Measure agreement and overlap between multiple annotators or AI models. Use the Consensus Stage to surface discrepancies, resolve conflicts, and identify challenging data points.

Consensus

Ensure data integrity with blind tests. Measure agreement and overlap between multiple annotators or AI models. Use the Consensus Stage to surface discrepancies, resolve conflicts, and identify challenging data points.

Evaluate labelers

Use advanced reporting features to monitor productivity and accuracy. Identify and address bottlenecks to optimize your annotation process. Speed up the QA process by adjusting the amount of data that needs additional reviews.

Evaluate labelers

Use advanced reporting features to monitor productivity and accuracy. Identify and address bottlenecks to optimize your annotation process. Speed up the QA process by adjusting the amount of data that needs additional reviews.

Data labeling services

Scale your annotation efforts with on-demand professional labeling services. Access our network of trained annotators with expertise in various domains, from healthcare to linguistics. Keep full control over your projects and data.

Data labeling services

Scale your annotation efforts with on-demand professional labeling services. Access our network of trained annotators with expertise in various domains, from healthcare to linguistics. Keep full control over your projects and data.

Security & Integrations

Secure and trustworthy AI.
Here's what our customers say.

Secure and trustworthy AI.
Here's what our customers say.

Security & Integrations

Connect your data with confidence.
Built for ML developers.

Connect your data with confidence. Built for ML developers.

Security & Integrations

Integrate with your toolstack

Integrate V7 with your existing ML infrastructure. Use your private cloud with major providers including AWS, Google Cloud, and Azure. Export annotations in formats compatible with popular frameworks like TensorFlow and PyTorch.

Integrate with your toolstack

Integrate V7 with your existing ML infrastructure. Use your private cloud with major providers including AWS, Google Cloud, and Azure. Export annotations in formats compatible with popular frameworks like TensorFlow and PyTorch.

Integrate with your toolstack

Integrate V7 with your existing ML infrastructure. Use your private cloud with major providers including AWS, Google Cloud, and Azure. Export annotations in formats compatible with popular frameworks like TensorFlow and PyTorch.

Built with security in mind

Benefit from SOC 2 Type II and HIPAA-compliant infrastructure. Set granular access controls and track all actions with detailed logs. Meet stringent security standards for industries like healthcare and finance.

Built with security in mind

Benefit from SOC 2 Type II and HIPAA-compliant infrastructure. Set granular access controls and track all actions with detailed logs. Meet stringent security standards for industries like healthcare and finance.

Built with security in mind

Benefit from SOC 2 Type II and HIPAA-compliant infrastructure. Set granular access controls and track all actions with detailed logs. Meet stringent security standards for industries like healthcare and finance.

Developer friendly API & SDK

V7 is built by developers for developers. Our tools make it easy to automate workflows, customize integrations, and extend V7's capabilities to fit your unique use cases. Enjoy clear documentation, code samples, and responsive support.

Developer friendly API & SDK

V7 is built by developers for developers. Our tools make it easy to automate workflows, customize integrations, and extend V7's capabilities to fit your unique use cases. Enjoy clear documentation, code samples, and responsive support.

Developer friendly API & SDK

V7 is built by developers for developers. Our tools make it easy to automate workflows, customize integrations, and extend V7's capabilities to fit your unique use cases. Enjoy clear documentation, code samples, and responsive support.

Built for scale

Handle projects of any size. Create multiple workspaces and invite users to collaborate. Manage and filter datasets with intuitive GUI dashboards. Set up custom views, add tags, and save advanced filtering conditions.

Built for scale

Handle projects of any size. Create multiple workspaces and invite users to collaborate. Manage and filter datasets with intuitive GUI dashboards. Set up custom views, add tags, and save advanced filtering conditions.

Built for scale

Handle projects of any size. Create multiple workspaces and invite users to collaborate. Manage and filter datasets with intuitive GUI dashboards. Set up custom views, add tags, and save advanced filtering conditions.

Next steps

Tell us more about your project.

Let's build a proof of concept.

Try our free tier or talk to one of our experts.

Next steps

Tell us more about your project.

Let's build a proof of concept.