FAQ
Comparison · checked 26 October 2026

Dataset Finder vs iMerit

Find AI datasetsOrder premium data annotation

iMerit is a managed workforce with deep specialisms, medical imaging and autonomous mobility in particular, and has been part of EXL since August 2026. Dataset Finder is a self-serve workspace: search curated datasets first, then order custom data with credits from Innovatiana's managed annotators.

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

01 · One place

Find AI training data, or have it annotated

iMerit 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 iMerit, side by side

CriterionDataset FinderFind + annotateiMerit
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 workspaceManaged annotation and GenAI data services on its own Ango Hub platform; part of EXL since August 2026
Where you startSearch what already exists: natural-language search across tens of thousands of curated datasets (metadata only; you download from the source)Annotate and evaluate your own data with iMerit's teams and Ango Hub
Who does the labellingTrained annotators and domain specialists managed by Innovatiana, not an open crowd, with a dedicated Data Labeling ManagerA managed, in-house workforce (iMerit says), plus the iMerit Scholars expert network
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 dataImage, video, text, audio, medical imaging (DICOM), 3D and LiDAR
CompanyBuilt by Innovatiana, a data-labelling company with its own trained annotation teamsSan Jose, CA, with offices in India · founded 2012 by Radha Basu · acquired by EXL in August 2026
Built forAI teams that want to check what already exists before paying for data, then order the gaps self-serveEnterprises in healthcare AI, autonomous mobility and GenAI evaluation that want a managed expert workforce and a platform
03 · Key differences

Where they really differ

  1. 01

    Search first

    Dataset Finder starts with search over curated existing datasets and their cards. iMerit's stated offer is services and its Ango Hub platform applied to the customer's data.

  2. 02

    Self-serve vs sales-led

    Dataset Finder lets you order custom data with credits at published plan prices. iMerit is sales-led.

  3. 03

    Workspace

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

  4. 04

    Quick to start

    Dataset Finder is built for teams that want to start quickly: a free account, credits bought in the app and a request submitted in minutes, with Enterprise Sales for larger programmes.

04 · Why Dataset Finder

Why teams choose Dataset Finder

Choose Dataset Finder if…

  • You want to see which public datasets already fit, with licence and PII checks
  • You want to order custom annotation this week 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 iMerit: questions

Is iMerit still independent?

No. EXL completed its acquisition of iMerit on 3 August 2026. Founder Radha Basu now leads iMerit as an EVP at EXL.

Does Dataset Finder handle medical annotation?

Yes. Its custom data page lists radiology, pathology and clinical text, annotated by clinicians and medical specialists.

Does iMerit publish prices?

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

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

iMerit

  1. imerit.ai/Checked 26 October 2026
  2. imerit.ai/about-us/Checked 26 October 2026
  3. imerit.ai/resources/news/Checked 26 October 2026
  4. imerit.ai/press/exl-completes-acquisition-of-imerit-accelerating-enterprise-ai-leadership/Checked 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 ("iMerit says"). iMerit is a trademark of its owner; this page is not affiliated with or endorsed by iMerit. Spotted something out of date? Email sales@innovatiana.com.

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