Services

Six ways we prepare data for your products

Each line runs the same way: a written guideline, trained specialists, two review passes and a quality figure reported with delivery.

Image data collection and annotation

We source, label and review image datasets for visual product teams. That covers everyday object recognition, document capture, retail shelves, agriculture, manufacturing defects and street scenes, annotated to the schema your workflow expects.

Bounding boxes, polygons, polylines and semantic segmentation
Keypoint and landmark marking for pose and product geometry
Document, receipt and handwriting capture for OCR
Region specific sourcing with balanced demographics and settings

Full detail and FAQs

Text data and language annotation

We build written datasets for language work: collection, cleaning, labelling and instruction writing. Teams use this for search quality, policy review, customer support workflows and evaluation sets.

Named entity, intent and relation labelling
Instruction sets, response review and comparison tasks
Sentiment, toxicity and policy safety tagging
Regional language and mixed script collection

Full detail and FAQs

Speech collection and transcription

We record scripted and natural speech, then transcribe and time align it. This supports speech recognition, voice interfaces, call analytics and pronunciation work across accents.

Scripted reading and spontaneous conversation capture
Verbatim transcription with timestamps
Speaker separation and background sound tagging
Accent, dialect and low resource language coverage

Full detail and FAQs

Video capture and annotation

We film and annotate video for products that read movement over time. Tracking, action segmentation and event marking are handled frame by frame with consistent identity across clips.

Object tracking with stable identities across frames
Action and event segmentation with start and end marks
Gesture, posture and behaviour labelling
Multi camera and scripted edge case filming

Full detail and FAQs

Facial data with recorded consent

Facial datasets carry the highest duty of care. Every contributor signs a plain language release that states the purpose, storage period and withdrawal route before a single frame is captured.

Written consent stored against every contributor
Balanced coverage across age, skin tone and gender
Pose, lighting, expression and accessory variation
Liveness, spoof attempt and occlusion scenarios

Full detail and FAQs

Translation and localization

We translate and adapt content so it reads as though it was written locally. Work covers product interfaces, support content, language datasets and evaluation sets, handled by native speakers and checked by a second linguist.

Human translation across more than 50 languages
Website, app and software string localization with placeholder handling
Post editing of pre translated content at light or full depth
Transcreation for marketing and brand campaigns
Subtitling, captioning, voice over and dubbing scripts
Multilingual desktop publishing in InDesign, Figma and Office files
Linguistic quality assurance with MQM style error scoring
Terminology, glossary and style guide creation
Technical, legal, medical and ecommerce content translation
In context and on device review before release

Full detail and FAQs

Not sure which line fits? Describe the product and we will suggest the shortest path to a usable dataset.

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