AI Data Services

Datasetsthatarebalanced,cleanandtraceable.

Sourcing, deduplication and dataset balancing so your model trains on signal, not noise.

  • Deduplication
  • Bias review
  • Licensing checks
Request a scoping callWhat we deliver
Specialists reviewing large image datasets on dual monitors
18M
Assets curated
31%
Noise removed
100%
Provenance logged
What we deliver

Data Curation service areas

Sourcing

Licensed collection matched to your target distribution.

Deduplication

Near-duplicate and leakage detection across splits.

Class balancing

Coverage gap analysis and targeted top-ups.

Bias review

Demographic and geographic representation checks.

Provenance

Licence, consent and lineage recorded per asset.

Split design

Train, validation and holdout sets built to spec.

How we work

Four steps from brief to steady state

  1. 1

    Audit

    Existing corpus profiled for gaps.

  2. 2

    Curate

    Sourcing and filtering to target mix.

  3. 3

    Validate

    Statistical and human spot checks.

  4. 4

    Handover

    Documented dataset card delivered.

Specialists reviewing large image datasets on dual monitors

Data Curation delivered by a named team

What you get

Commitments we put in writing

  • Reproducible datasets with versioning you control
  • Leakage-free splits validated before training
  • Dataset documentation ready for model governance review
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Start a conversation

Tell us the requirement. We will scope a pilot.

Share your volumes and timelines to get a documented pilot plan before committing to scale.

  • Response within one business day
  • Scoping call with a delivery lead, not a sales rep
  • Written pilot proposal with pricing and acceptance criteria
Contact our team