Six services. One dedicated partner.

01 Service

Data 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

AI and ML development teams Research organisations Product companies building AI features
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Two colleagues discussing data quality results at a whiteboard
02 Service

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

Data engineering teams AI product companies Organisations with high-volume data pipelines
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03 Service

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

Organisations processing high volumes of documents Teams using AI document extraction tools Compliance and records teams
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Team reviewing analytics and charts together during a verification session
04 Service

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

AI product teams Content platforms Organisations with compliance or safety requirements
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05 Service

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

Companies scaling AI data operations Teams without in-house HR or ops capacity Organisations needing flexible workforce support
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Trainer leading a session while team members follow along
06 Service

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

Teams adopting AI documentation software Organisations moving from paper to digital workflows Operations teams upskilling for AI-enabled environments
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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.