FAQ
Comparison · checked 26 October 2026

Dataset Finder vs Shaip

Find AI datasetsOrder premium data annotation

Shaip collects, annotates and licenses data, with large medical and speech catalogues, and became part of Ubiquity Global Services in 2026. Dataset Finder searches and analyses existing datasets, links to the source, and lets you order custom data with credits.

Facts about Shaip come from its own website and other public sources (see sources).

01 · One place

Find AI training data, or have it annotated

Shaip licenses its own catalogue. Dataset Finder finds the open datasets you can already use, and has the rest built and annotated to your spec by a managed team.

Find

AI dataset search

Describe your use case in plain language and get a ranked shortlist from tens of thousands of curated datasets.

  • Every dataset card analysed on 30+ criteria: quality, bias, licence check, PII, fine-tuning readiness
  • A curated catalogue, reviewed and enriched by the team
  • Free plan to start; you download from the original source
OrderPremium service

Data annotation & labelling

When nothing fits, order custom annotation in the same app. Your data is labelled by trained annotators and domain specialists managed by Innovatiana, not an open crowd.

  • A dedicated Data Labeling Manager
  • Quality control built in: calibration round, sampling reviews, inter-annotator agreement, gold-standard checks
  • Image, video, audio, text, multimodal and medical data; 3D point clouds; LLM fine-tuning, agent and coding data
  • Self-serve with credits and no set-up fee, or Enterprise Sales for large projects

Both live in one workspace: what you found, what you ordered and which model it trained are recorded per project.

02 · At a glance

Dataset Finder and Shaip, side by side

CriterionDataset FinderFind + annotateShaip
What it isOne place to find and order AI training data: dataset search over a curated catalogue, dataset cards with automated analysis, premium data annotation and labelling services, and a project workspaceData collection, annotation, licensing and evaluation; strong in medical and speech; part of Ubiquity since 2026
Where you startSearch what already exists: natural-language search across tens of thousands of curated datasets (metadata only; you download from the source)License a catalogue dataset, or commission collection and annotation
Who does the labellingTrained annotators and domain specialists managed by Innovatiana, not an open crowd, with a dedicated Data Labeling Manager"10,000+ in-house experts" with Ubiquity (Shaip says), plus mobile-app taskers and a freelancer portal
PricingFree €0 · Startup €9.90/mo · Pro €29.90/mo (or €99 / €299 a year). Custom data paid in credits, no set-up feeNot published
Data typesImage, video, audio, text, multimodal and medical data; 3D point clouds; LLM fine-tuning, agent and coding dataText, speech and audio, image, video including egocentric, medical records and dictation
CompanyBuilt by Innovatiana, a data-labelling company with its own trained annotation teamsNew York (Ubiquity HQ) · operational since 2019 · part of Ubiquity since February 2026
Built forAI teams that want to check what already exists before paying for data, then order the gaps self-serveHealthcare-AI and conversational or speech-AI teams that want to license large corpora
03 · Key differences

Where they really differ

  1. 01

    Selling vs signposting

    Shaip licenses its own catalogues. Dataset Finder searches and analyses existing datasets and links to the source.

  2. 02

    Published prices

    Dataset Finder offers self-serve credit ordering and published plan prices. Shaip's pricing isn't published.

  3. 03

    Workspace

    Dataset Finder adds AI recipes and a training-data inventory with lineage for GDPR and EU AI Act documentation.

  4. 04

    Who does the work

    Shaip combines its in-house experts with app-based taskers and a vendor portal (Shaip says). Dataset Finder's custom data comes from a team Innovatiana recruits, trains and supervises.

04 · Why Dataset Finder

Why teams choose Dataset Finder

Choose Dataset Finder if…

  • You want to see which open datasets already fit, with licence and PII checks
  • You want premium custom annotation from a managed team, ordered with credits
  • You want discovery, ordering and lineage in one workspace
Large or long-running programme?

Talk to Enterprise Sales. Innovatiana scopes high-volume and long-running annotation programmes, with custom SLAs and NDAs, delivered by the same managed teams under a dedicated Data Labeling Manager.

05 · FAQ

Dataset Finder vs Shaip: questions

Is Shaip still independent?

No. Ubiquity Global Services agreed to acquire Shaip in February 2026, and Shaip's about page says it is now part of Ubiquity.

Does Dataset Finder have medical data?

It catalogues open medical datasets with licence and PII checks, and its custom data covers radiology, pathology and clinical text annotated by clinicians.

Does Shaip publish prices?

No. Dataset Finder's plans are €0, €9.90 and €29.90 a month, with custom data paid in credits.

Does Dataset Finder offer data annotation services?

Yes. Alongside dataset search, Dataset Finder sells premium custom data annotation and labelling. Innovatiana's trained annotators and domain specialists, not an open crowd, produce and label the data, supervised by a dedicated Data Labeling Manager, with a calibration round, sampling reviews, inter-annotator agreement and gold-standard checks. It covers image, video, audio, text, multimodal and medical data, 3D point clouds, and LLM fine-tuning, agent and coding data. You order self-serve with credits, with no set-up fee, or through Enterprise Sales for larger projects.

Does Dataset Finder host or sell datasets?

No. Dataset Finder keeps each dataset's metadata and its own analysis, and sends you to the original source (Hugging Face, an academic page, a government portal) under that source's licence. The exception is custom data you order, which the team delivers to you directly.

Sources

Sources and method

Shaip

  1. shaip.com/Checked 26 October 2026
  2. shaip.com/about-us/Checked 26 October 2026
  3. shaip.com/contact-us/Checked 26 October 2026
  4. ubiquity.com/resources/news/ubiquity-acquires-shaip-aiChecked 26 October 2026

Dataset Finder

  1. Pricing and FAQDataset Finder
  2. Custom data & annotationDataset Finder
  3. Help Center: plans & limitsDataset Finder
  4. ChangelogDataset Finder

This page compares public information as of 26 October 2026. Figures a company reports about itself are marked as such ("Shaip says"). Shaip is a trademark of its owner; this page is not affiliated with or endorsed by Shaip. Spotted something out of date? Email sales@innovatiana.com.

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