FAQ
Comparison · checked 26 October 2026

Dataset Finder vs CloudFactory

Find AI datasetsOrder premium data annotation

CloudFactory has repositioned around an AI platform and consulting, with a managed workforce for ongoing human-in-the-loop work on AI in production. Dataset Finder sits earlier in the lifecycle: finding training data, checking it, and ordering what's missing.

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

01 · One place

Find AI training data, or have it annotated

CloudFactory produces data for you, and so does Dataset Finder. The difference is the step before: Dataset Finder first shows you which existing datasets already fit, then you order premium annotation for the gaps.

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 CloudFactory, side by side

CriterionDataset FinderFind + annotateCloudFactory
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 workspaceAI platform, consulting and a managed human-in-the-loop workforce
Where you startSearch what already exists: natural-language search across tens of thousands of curated datasets (metadata only; you download from the source)Run labelling, review and exception handling around your own data and models in production
Who does the labellingTrained annotators and domain specialists managed by Innovatiana, not an open crowd, with a dedicated Data Labeling ManagerA managed workforce of full-time staff and "cloud workers"
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 data"Ingest any modality"; industries named include AV and robotics, logistics, insurance, oil and gas
CompanyBuilt by Innovatiana, a data-labelling company with its own trained annotation teamsFounded 2010 in Nepal · 700+ clients (CloudFactory says)
Built forAI teams that want to check what already exists before paying for data, then order the gaps self-serveEnterprises that need ongoing human-in-the-loop operations around AI already in production
03 · Key differences

Where they really differ

  1. 01

    Different stage of the lifecycle

    CloudFactory focuses on keeping production AI reliable: review, exception handling and inference evaluation. Dataset Finder focuses on the training data that comes before.

  2. 02

    Search existing datasets

    Dataset Finder offers natural-language search and full dataset cards for existing datasets. CloudFactory's offer is a platform, consulting and workforce applied to the customer's data.

  3. 03

    Published prices

    Dataset Finder publishes its plans and lets you order custom data with credits. CloudFactory's pricing isn't published.

  4. 04

    Workspace

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

04 · Why Dataset Finder

Why teams choose Dataset Finder

Choose Dataset Finder if…

  • You're still assembling training data and want to see what already exists
  • You want custom annotation ordered self-serve, with credits
  • You want a training-data inventory with lineage (on the Pro plan)
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 CloudFactory: questions

Is CloudFactory a labelling company?

It started as one. As of 26 October 2026 its homepage leads with an AI platform and consulting, with a managed workforce for human-in-the-loop work.

What does Dataset Finder cover?

Training data from start to finish: search, dataset cards, custom annotated data (including evaluation and red-teaming sets) and a workspace that records which data each model was trained on.

Does CloudFactory 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

CloudFactory

  1. cloudfactory.com/Checked 26 October 2026
  2. cloudfactory.com/about-usChecked 26 October 2026
  3. cloudfactory.com/newsroomChecked 26 October 2026
  4. businesswire.com/news/home/20250730096482/en/CloudFactory-Appoints-Ajai-Sharma-as-Chief-Product-Technology-OfficerChecked 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 ("CloudFactory says"). CloudFactory is a trademark of its owner; this page is not affiliated with or endorsed by CloudFactory. Spotted something out of date? Email sales@innovatiana.com.

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