Services

Services designed around how AI teams actually ship.

Dragon AI combines the strengths of a dataset provider, data annotation company, and operational AI data partner, with delivery structured around model outcomes, measurable quality, and practical deployment needs.

Custom Dataset Solutions

We define sourcing strategy, schema, acceptance criteria, and delivery format so the dataset matches a concrete model objective instead of a generic volume target.

Annotation and Review

Human-in-the-loop workflows cover image, video, audiovisual, text, and document annotation with reviewer calibration, QA checkpoints, and consistency controls.

Off-the-Shelf Datasets

For teams moving quickly, we provide shelf-ready datasets that reduce time to experimentation while maintaining quality and structure requirements.

Evaluation and Operational Delivery

Projects can include benchmark data, documentation, file standards, audit trails, and handoff structures that work in real B2B and B2G environments.

Delivery Model

How we run a production engagement.

  1. Discovery and scoping around use case, data type, and quality expectations.
  2. Pilot batch with measurable QA targets and format validation.
  3. Scaled production with dashboards, review loops, and ongoing delivery.
  4. Evaluation and iteration based on model feedback.

Capabilities

Built around the data types and quality controls serious AI teams expect.

Data collection Dataset curation Annotation design Reviewer QA Multimodal workflows Benchmark creation Regression datasets Enterprise delivery formats

Text and Language

Instruction data, classification, entity tagging, dialogue, search, multilingual corpora, and evaluation-oriented text datasets.

Vision and Video

Image classification, detection, segmentation, captioning, tracking, event understanding, and video annotation workflows.

Audio and Multimodal

Speech, transcription, speaker-oriented data, audiovisual alignment, and multimodal datasets for advanced AI systems.