Get accurate data for computer vision models that work

Verity Seven delivers human-verified annotation and QA, so your models train on ground truth, not guesswork.

Human-verified annotation you can rely on.


Get accurate data for computer vision models that work

Verity Seven delivers human-verified annotation and QA, so your models train on ground truth, not guesswork.

Human-verified annotation you can rely on.


Get accurate data for computer vision models that work

Verity Seven delivers human-verified annotation and QA, so your models train on ground truth, not guesswork.

Human-verified annotation you can rely on.

Verity Seven exists to close the gap between raw data and reliable AI. We combine trained human precision with rigorous QA to deliver annotation that models can actually learn from, not just data that's technically labelled.

Verity Seven exists to close the gap between raw data and reliable AI. We combine trained human precision with rigorous QA to deliver annotation that models can actually learn from, not just data that's technically labelled.

Services

Services

Data annotation

Image segmentation, bounding boxes, classification, and keypoint annotation, built for accuracy at production scale.

Pixel-precise segmentation from a team trained on production imaging work

Object detection, classification, and keypoint annotation across image and video

Data validation

Catching labelling errors before they become model errors, with human review at every stage.

Every batch checked against your accuracy benchmark before delivery

Consistent QA across large volumes, not just spot-checks

Custom & pilot projects

Tell us your taxonomy and target accuracy, we scope a pilot batch around it.

A test batch scored against your benchmark before you commit volume

Guidelines and workflow shaped around your specific data and model

Benefits at a glance

Benefits at a glance

Image expertise, not just labelling

Our annotators are trained on production imaging work, the same precision used for professional retail and fashion photography.

Quality checked at every stage

Every batch reviewed against your benchmark before delivery, not just spot-checked after the fact.

India-based, built for efficiency

A dedicated Coimbatore team delivers production-grade accuracy at a cost structure that holds up at scale.

Teams that scale with your project

Start small with a pilot batch, then expand capacity as volume grows — without re-training a new team from scratch each time.

Industries we serve

Industries we serve

Retail & e-commerce

Product recognition, visual search and catalogue tagging, labelled by people who've edited millions of product images.

Retail & e-commerce

Product recognition, visual search and catalogue tagging, labelled by people who've edited millions of product images.

Fashion & apparel

Garment segmentation, attribute tagging and fit data, with an eye for detail that only comes from fashion production work.

Fashion & apparel

Garment segmentation, attribute tagging and fit data, with an eye for detail that only comes from fashion production work.

Media & content

Image tagging, segmentation and rich metadata for stock libraries, publishers and DAM-heavy teams managing large archives.

Media & content

Image tagging, segmentation and rich metadata for stock libraries, publishers and DAM-heavy teams managing large archives.

Generative AI

Human evaluation of AI-generated imagery. We catch the artefacts, distortions and off-brief outputs your model misses.

Generative AI

Human evaluation of AI-generated imagery. We catch the artefacts, distortions and off-brief outputs your model misses.

Robotics & manufacturing

Object detection, keypoints and defect labelling for systems that need to see, inspect and act with confidence.

Robotics & manufacturing

Object detection, keypoints and defect labelling for systems that need to see, inspect and act with confidence.

Food & agriculture

Crop, plant and produce annotation that holds up across varied lighting, angles, growth stages and real-world field conditions.

Food & agriculture

Crop, plant and produce annotation that holds up across varied lighting, angles, growth stages and real-world field conditions.

Trusted by top companies

Trusted by top companies

Quick answers

Quick answers

How does pricing work?

Priced per image or per annotation, quoted after your pilot. No subscriptions, no minimum contract.

What does a pilot batch involve?

Which annotation types do you cover?

What formats do you deliver in?

Can you work in our tooling?

How do you handle our data?

How does pricing work?

Priced per image or per annotation, quoted after your pilot. No subscriptions, no minimum contract.

What does a pilot batch involve?

Which annotation types do you cover?

What formats do you deliver in?

Can you work in our tooling?

How do you handle our data?

Follow Us

© 2026 Edit Seven Ltd. All rights reserved. Verity Seven is a trading name of Edit Seven Ltd, registered in England and Wales.

Follow Us

© 2026 Edit Seven Ltd. All rights reserved. Verity Seven is a trading name of Edit Seven Ltd, registered in England and Wales.

Follow Us

© 2026 Edit Seven Ltd. All rights reserved. Verity Seven is a trading name of Edit Seven Ltd, registered in England and Wales.