V7 Darwin

Free plan APIWeb

What V7 Darwin is

V7 Darwin is a data labeling platform for preparing training data for AI models. It handles images, video, DICOM and NIfTI medical files, microscopy, PDFs, architectural drawings, and RLHF data. Annotation options include polygons, bounding boxes, tags, skeletons, keypoints, lines, ellipses, masks, and attributes. AI-assisted tools include Auto-Annotate and SAM2 object segmentation. For video, annotators can track objects over selected time ranges and mark when objects enter or leave view.

Teams can use external or built-in models to pre-label data, identify quality issues, and compare model labels with human labeling in blind tests. Multi-stage reviews can assign roles, apply conditional logic, and route tasks automatically. Darwin connects with AWS, Google Cloud, and Azure, and its exports are compatible with TensorFlow and PyTorch. AWS support includes private S3 buckets and Amazon SageMaker. Exports include Darwin JSON and XML, COCO, CVAT, YOLO, Semantic PNG, Instance PNG, and Pascal VO. The web platform also offers an API and SDK for workflow automation and custom integrations. V7 states that Darwin is ISO 27001 certified, HIPAA compliant, SOC 2 Type II audited, and GDPR compliant.

Who it suits

Darwin suits teams preparing varied image, video, medical, microscopy, document, or architectural data for AI models. It is also suited to groups that need model-assisted labeling, staged review, cloud integrations, or API-based workflow automation.

What it does well

Supports images, video, medical formats, microscopy, PDFs, and architectural drawings.
Offers Auto-Annotate and SAM2 for assisted labeling and segmentation.
Supports multi-stage reviews with roles and automated task routing.
Connects with AWS, Google Cloud, and Azure.
Exports include COCO, CVAT, YOLO, and TensorFlow- and PyTorch-compatible formats.
Provides an API and SDK for automation and custom integrations.

What to know first

Pricing is custom, with no published dollar amount.
Data-processing charges vary with usage.
Enterprise single sign-on and access monitoring summaries are limited to the enterprise tier.

Limits

Darwin pricing is custom and includes user licenses, a platform fee, and data-processing charges that vary with usage. The homepage invites visitors to try a free tier but does not state its limits or whether it applies to Darwin pricing.

Plans

Plan	Billed and limits	Price
Custom pricing	Custom annual cost based on platform fee, user licenses, and data processing charges; request a quote. · Custom package · volume-based data charges · user licenses	On request

As v7darwin.com lists them, read 5 Oct 2026. The maker's own page has the final word.

Getting started

Visit the V7 Darwin website.
Use the web platform or connect through its API.
Request a quote for custom pricing.
Use the API and SDK to automate workflows or customize integrations.

Verdict

Choose V7 Darwin if your team needs to prepare varied datasets with model-assisted annotation, configurable review stages, and cloud or developer integrations. Its custom pricing and usage-based data-processing charges may make it less suitable for buyers who need a published price before requesting a quote.

Questions

Does V7 Darwin have a free plan?

The pricing note says “Free plan,” and the homepage invites visitors to try a free tier. The stated limits and whether it applies to Darwin pricing are not described in the facts.

How is V7 Darwin priced?

Darwin uses custom pricing based on a platform fee, user licenses, and data-processing charges. Data-processing charges vary with usage, and no dollar amount is published.

What platforms does Darwin support?

Darwin is available on the web and through an API.

Which cloud services does Darwin integrate with?

V7 lists AWS, Google Cloud, and Azure. Its AWS integration can connect to private S3 buckets and Amazon SageMaker.

What export formats does Darwin offer?

Exports include Darwin JSON and XML, COCO, CVAT, YOLO, Semantic PNG, Instance PNG, and Pascal VO. Annotation exports are compatible with TensorFlow and PyTorch.

What compliance does V7 state for Darwin?

V7 states that Darwin is ISO 27001 certified, HIPAA compliant, SOC 2 Type II audited, and GDPR compliant.

Facts from V7 Darwin's own pages

AI labeling: AI-assisted labeling includes Auto-Annotate and SAM2 for segmenting objects. · v7darwin.com, 5 Oct 2026
AWS integration: Darwin can connect to private AWS S3 buckets and is integrated with Amazon SageMaker. · v7darwin.com, 5 Oct 2026
Compliance: The maker states that V7 Darwin is ISO 27001 certified, HIPAA compliant, SOC 2 Type II audited, and GDPR compliant. · v7darwin.com, 5 Oct 2026
Data location: The security FAQ says Darwin data received by V7 is stored in AWS S3 servers in Ireland and is not moved outside the EU for storage. · v7labs.com, 5 Oct 2026
Data types: It supports images, videos, DICOM and NIfTI, microscopy, RLHF, PDFs, and architectural drawings. · v7darwin.com, 5 Oct 2026
Developer tools: V7 offers an API and SDK for automating workflows and customizing integrations. · v7darwin.com, 5 Oct 2026
Enterprise access: Single sign-on and access monitoring summaries are available on the enterprise tier. · v7labs.com, 5 Oct 2026
Founded: 2018 · v7darwin.com, 28 Sept 2026
Free tier: The homepage invites visitors to try a free tier, but does not state its limits or whether it applies to Darwin pricing. · v7darwin.com, 5 Oct 2026
Headquarters: London, United Kingdom · v7darwin.com, 28 Sept 2026
Integrations: The maker lists AWS, Google Cloud, and Azure, with annotation exports compatible with TensorFlow and PyTorch. · v7darwin.com, 5 Oct 2026
Model workflows: External or built-in models can pre-label data, flag quality issues, and be compared with human labelers in blind tests. · v7darwin.com, 5 Oct 2026
Pricing limits: The maker says pricing is custom and data-processing charges vary with usage; the pricing page does not publish a dollar amount. · v7darwin.com, 5 Oct 2026
Purpose: V7 Darwin is a data labeling platform for creating training data for AI models. · v7darwin.com, 5 Oct 2026
Review workflows: Teams can create multi-stage review workflows with assigned roles, conditional logic, and automated task routing. · v7darwin.com, 5 Oct 2026
Support: V7 lists average first response time as 11 minutes and average resolution time as 5 hours. · v7darwin.com, 5 Oct 2026
Video annotation: Its video tools can track objects across selected time ranges and mark when they enter or leave view. · v7darwin.com, 5 Oct 2026