Everything we do is human-led and built for accuracy
We put trained, managed people at every point in the process where accuracy and judgment matter.
Data Labeling and Annotation
Structured labeling and annotation of text, image, audio, and video data for AI training pipelines.
Read more 02Data Validation and Quality Assurance
Human-led checks that verify data accuracy and consistency before it enters your AI system.
Read more 03AI-Assisted Document Processing
Human reviewers support document processing through AI-enabled workflows where accuracy and judgement are required.
Read more 04Human Review and Verification
Trained reviewers verify outputs and flag issues before they reach production.
Read more 05Recruitment, Training and Team Management
We source, train, and manage data capturers and reviewers for AI services from end to end.
Read more 06Team Training and Transition Support
We help teams get up to speed on AI documentation tools and digital workflows with structured, practical training.
Read moreData Labeling and Annotation
We label and annotate text, image, audio, and video datasets for AI training pipelines. Every batch is handled by trained reviewers following clear guidelines, and checked for quality before delivery.
What is included
- Text classification, entity recognition, and sentiment labeling
- Image bounding boxes, segmentation, and object labeling
- Audio transcription and speech-act annotation
- Multi-pass quality checks on all labeled outputs
Who this is for
Data Validation and Quality Assurance
We put trained human reviewers at the point where data quality is checked, corrected, and confirmed. Errors, inconsistencies, and gaps are caught before they reach your AI pipeline.
What is included
- Field-by-field accuracy checks against defined rules
- Consistency and completeness validation across datasets
- Error logging and structured correction workflows
- Final sign-off reporting before data moves downstream
Who this is for
AI-Assisted Document Processing
We support document processing through AI-enabled workflows, with trained human reviewers handling the steps that need accuracy and judgement. This keeps the process moving while making sure the output can be trusted.
What is included
- Document intake, sorting, and classification
- Human review of AI-extracted data fields for accuracy
- Error correction and exception handling
- Structured output and delivery in your preferred format
Who this is for
Human Review and Verification
We put trained reviewers at the points in your workflow where human judgement matters most. Outputs are checked, issues are flagged, and only verified results move forward.
What is included
- Output review against defined acceptance criteria
- Edge case identification and escalation handling
- AI output verification before production deployment
- Structured issue logging and feedback reporting
Who this is for
Recruitment, Training and Team Management
We source, train, and manage data operations teams on your behalf so you can scale without taking on the overhead yourself. From finding the right people to running day-to-day operations, we handle it end to end.
What is included
- Candidate sourcing and screening for data operations roles
- Structured onboarding and project-specific training
- Day-to-day team coordination and performance oversight
- Regular output reporting and client communication
Who this is for
Team Training and Transition Support
We help teams get up to speed on AI documentation tools and digital workflow systems through structured, practical training. Whether a team is adopting new software or transitioning from manual processes, we guide them through it step by step.
What is included
- Needs assessment and training programme design
- Hands-on training sessions for tools and digital workflows
- Step-by-step transition support from manual to digital processes
- Follow-up coaching and on-the-job support during rollout
Who this is for
Not sure which service fits your needs?
Get in touch and tell us what you are working on. We will let you know which of our services fits best and how we can help you move forward.