Data solutions that power AGI & GenAI

From R&D to deployment, we are the dedicated data partner for the world's most ambitious AI labs.

Data for AGI & GenAI

Building agentic and frontier intelligence

Frontier data creates frontier intelligence, solving novel use cases from emergent behavior to complex agentic workflows. We address this need with bespoke data creation driven by advanced intelligence and expertise. With consistent quality, we move the needle from post-training to production.

Trusted partner for the world’s top AI labs

Quality-first platforms and processes
Get proven, mission-critical training data through continuous quality validation, expert-in-the-loop reviews and agentic QC pipelines. Your datasets meet the highest standards required for state-of-the-art research and model development.
Vetted and curated expert cohorts
Access our managed, verified community of on-demand experts, filtered through intensive skill qualifications and project-based evaluations, as well as forward deployed engineering expertise. Every task reflects genuine expertise as your models train from the best.
Proven data neutrality and trust
Our mission is to solve for your research needs. Your data is yours alone, not for other model builders and competing labs. Our zero-trust security architecture and commitment to independence safeguard your proprietary R&D across any frontier initiative.

10+
Years delivering data to frontier labs
100k+
Experts across diverse subject matter areas
100+
Language groups and countries supported

Data for every model type and vision

Our 20+ years of data solutions experience, from NLP to multimodal AI, has shaped our capabilities to address every post-training data need. From unlocking access to advanced experts to building intuitive projects and quality workflows, we think through every step.

Multidomain, multimodal, multilingual training data for any R&D need

From enterprise deployments to sovereign infrastructure, we deliver human ingenuity and domain expertise. This intelligence is backed by technical solutioning and quality assurance driven by our state-of-the-art platforms and processes.

Agentic trajectories & RL environments
Train and evaluate agents to excel at long-horizon, professional workflows with verified reasoning traces, chain-of-thought annotations and multi-step planning. We architect complex, multi-modal RL environments with live model interactivity that challenge models to plan, use external tools and self-correct through expert-generated decision trees.
Advanced SFT and deep reasoning
Train your models on high-fidelity human instructions and reasoning from our network of PhDs, clinicians, software architects and SMEs, who generate highly contextual multimodal annotations with dense class attributes and granular logic chains necessary to "think" through complex, multi-step problems rather than brute-force a solution.
Red teaming & adversarial evaluation
We combine automation with expert manual testing to stress-test your AI models. Our multidisciplinary teams of red teaming experts uncover latent biases, logical fallacies and safety vulnerabilities, delivering 100% harm taxonomy coverage to guard your models before they reach the public.
Multimodal, multilingual post-training datasets
Intelligence sees, hears and speaks. We curate high-fidelity datasets across 100+ languages and multiple modalities, ensuring your AGI captures the subtle cultural nuances, technical grammar and diverse worldviews of a global audience.
Human reinforcement, evaluations and benchmarking
Assess model performance, adaptability and safety through high-quality preference datasets. Our pipelines are configurable for multi-parameter ratings and multi-model comparisons, ensuring outputs are explainable and aligned with evolving standards.
Sovereign AI and context localization
Maintain data sovereignty and regional relevance, without sacrificing quality or scale, with locally sourced training datasets, in-country annotation and compliant pipelines to build culturally-nuanced models that are relevant locally and not just globally.

Build your custom data pipeline today

Every model has different needs. Every deployment has different constraints. Contact us to build custom data pipelines that solve your unique problem.

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Explore our success stories

Evaluating a conversational AI model with a highly complex multimodal STEM dataset
Discover how our off-the-shelf science, technology, engineering and mathematics (STEM) dataset contributed to enhancing scientific reasoning and visual processing capabilities in a chatbot model crafted by a leading-edge tech and AI company.
- 4485Physics prompt-response pairs
Read the case study
Improving identity and access management solutions with high-quality facial recognition data
Discover how our facial and anti-spoofing data collection helped a security technology pioneer enhance its identity solutions.
- 50,000Facial images collected
Read the case study
Improving large language model logic and reasoning with a specialized fine-tuning dataset
Explore how TELUS Digital created an off-the-shelf dataset to advance the capabilities of large language models (LLMs).
- 50KSTEM-based prompt-response pairs created
Read the case study

Video

Overcoming the challenges of AI agent creation, training and evaluation

Join us for an enlightening discussion with two pioneers in the field of AI: Tommy Guy, principal applied researcher at Microsoft Copilot Studio and Steve Nemzer, senior director of AI growth and innovation at TELUS Digital.

Watch the video