AI Data Annotation, AI Evaluation & Data Operations
Trained reviewers and the tooling around them: annotation, evaluation, moderation and catalogue data work, with quality checks you can audit.
AI systems are only as good as the data and feedback behind them. Our AI data annotation services and evaluation teams label, review and grade data to clear written guidelines, with multi-level quality checks.
We do not train foundation models. We build and run the operational layer around them: review workflows, golden datasets, quality metrics and the custom tooling to manage it, so clients pay no third-party licence mark-up.
What’s included in our ai & data operations service
Data annotation & labelling
Text, image and document labelling, classification and entity tagging.
AI evaluation
Rating model outputs for accuracy, helpfulness and safety against rubrics.
Agentic AI review
Grading full agent trajectories: tool calls, retrievals and side effects.
Trust & safety
Content moderation and policy enforcement with escalation paths.
Catalogue data operations
Product data enrichment, de-duplication and feed quality for e-commerce.
Quality assurance
Gold sets, inter-annotator agreement, audits and weekly reports.
How we work
A simple, transparent process from first call to launch, and beyond.
Discover
A short call or WhatsApp chat to understand your goals, users and budget.
Plan & quote
Written scope, timeline and a fixed quote before any work starts.
Design & build
Regular previews so you can review and give feedback as we go.
Launch & support
Go-live, SEO setup, training and ongoing maintenance if you need it.
Frequently asked questions
What is agentic AI evaluation?
Agentic AI evaluation grades an AI agent's full trajectory, including its tool calls, retrievals, intermediate steps and side effects, rather than only its final answer, to find failures that automated evaluations miss.
How do you keep client data secure?
Work is done under NDA on access-controlled systems, with least-privilege access, no personal devices and data retained only as long as the contract requires.
Get a free quote
Tell us what you need. We reply within one business day.