AI Data Operations
Data annotation, labeling, LLM evaluation, linguistic QA, and dataset validation.
AnnotationLLM EvalLinguistic QAWe help businesses collect, process, validate, and operationalize data through AI data services, research operations, remote workforces, and technology solutions.
From large-scale data annotation and survey projects to custom software and workflow automation, we combine skilled people with practical technology to deliver reliable, scalable operations.
Whether you need thousands of data points collected, AI training data prepared, surveys completed, or business workflows automated, we provide the people, processes, and technology to get it done.
Data annotation, labeling, LLM evaluation, linguistic QA, and dataset validation.
AnnotationLLM EvalLinguistic QAConsumer surveys, market research fieldwork, respondent recruitment, and survey operations.
Recruitment, screening, onboarding, training, quality control, and distributed workforce management.
Audio transcription, ASR correction, speaker labeling, timestamping, and speech-data preparation.
Websites, WordPress, WooCommerce, web applications, APIs, and custom digital solutions.
Python, Selenium, browser automation, data processing, and business workflow automation.
Human Expertise for Better AI
AI systems are only as good as the data behind them.
We provide human-powered data services that help organizations build, evaluate, and improve AI systems.
Our capabilities include:
Reliable Data From Real People
We support market research and consumer research projects with structured recruitment and survey operations.
From recruitment to completion, we build processes designed around quality, consistency, and scale.
Our teams can support:
Build a Workforce Without Building the Infrastructure
Need a distributed team for a project?
We handle the operational layer — from finding suitable workers to onboarding, training, communication, quality control, and project coordination.
We can support:
Turn Audio Into Usable Data
We support speech and language-data projects requiring accurate human transcription and review.
Services include:
Technology That Makes Operations Easier
Our development background allows us to go beyond manual operations.
We build websites, internal tools, integrations, and automation that reduce repetitive work and improve operational efficiency.
We understand your requirements, data, volume, timeline, and quality expectations.
We design the appropriate workforce, workflow, tools, and quality-control process.
Our team performs the work using documented processes and project-specific guidelines.
Data and outputs go through quality checks before delivery.
Once the process works, we scale the workforce and infrastructure according to your requirements.
We combine skilled human workers with software and automation.
Build project-specific teams without maintaining a permanent workforce.
Structured guidelines, training, review, and quality-control processes.
From data collection and annotation to software and automation.
Work with us on a project, ongoing contract, or scalable operational requirement.
Tell us what you're trying to build, collect, automate, or scale. We'll help you determine the right people, process, and technology for the job.