Collect
Speech, image, video, egocentric and document data from a global contributor network.
Multilingual, multimodal datasets for NLP, LLM and computer vision — plus AI agents, automation and creative AI. Engage one service or the complete lifecycle.

Our services are organised around the AI lifecycle. Start wherever you are: collect new data, process and label what you already have, validate and evaluate your models, or turn AI into business automation.
Speech, image, video, egocentric and document data from a global contributor network.
Human transcription, translation, segmentation and multimodal annotation.
Training-data validation and human evaluation of AI and LLM outputs.
AI agents, chatbots, WhatsApp AI, automation and creative AI production.
Each service links to a detailed page with capabilities, use cases, quality standards and delivery formats.
We choose the right mix of channels for the quality, scale and diversity your model needs.
Scalable crowd-based and controlled recording across demographics and accents.
Browser-based collection for fast onboarding and remote participation.
Studio-grade recording for TTS, dubbing and high-fidelity speech.
Controlled, location-based capture with standardized protocols.
Global contributors for rapid, diverse real-world data.
A transparent, milestone-based process — so you always know what is happening, what is next and how quality is measured.
We capture your use case, data specification, languages, volumes, timelines and compliance needs.
We design the workflow, write guidelines and deliver a pilot batch for your sign-off.
Dedicated teams scale delivery with daily progress tracking and a single point of contact.
Multi-layer QA, sampling and reporting against agreed metrics on every delivery.
Secure delivery in your format, plus revisions, iterations and long-term support.
We work inside your tools or deliver in standard formats with documented schemas and manifests.
Answers to the questions AI teams ask us most often before starting a project.
Still have questions?
Talk to our team directly — we usually reply within a few hours.
It depends on volume, languages and complexity. After the pilot we share a delivery plan with weekly milestones so timelines are transparent.
Share your use case and we’ll recommend the right mix of data and AI services — usually starting with a quick pilot.