Language Dataset Acquisition
Provider 
Founded 2020
Sells To Enterprise, Small Business
Pricing Model Subscription, Usage-based
Ownership Private

Service to source, license, parse, and manufacture in-domain parallel datasets for MT training and evaluation.
Custom.MT acquires training data by purchasing in-domain data, parsing public and commercial web sources, and manufacturing synthetic datasets.
It verifies datasets for novelty, non-repetition, and quality using proprietary scanners and a network of language professionals.
Flitto

Flitto DataLab
flitto.com
Pangeanic

Pangeanic Parallel Corpora
pangeanic.com
TAUS

TAUS Data Marketplace
taus.net
Adds products that compete with one of Language Dataset Acquisition’s direct competitors but not with Language Dataset Acquisition itself. They are shaded, and Linked Through names the direct competitor each one competes with.
| Attribute | Language Dataset Acquisition | Flitto DataLab | Pangeanic Parallel Corpora | TAUS Data Marketplace | |
|---|---|---|---|---|---|
| Provider | |||||
| Founded | 2020 | 2012 | — | — | |
| Sells To | Enterprise, Small Business | Enterprise, Small Business | — | — | |
| Pricing Model | Subscription, Usage-based | Recurring, Transactional | — | — | |
| Ownership | Private | Public | — | — |
Provider 
Founded 2020
Sells To Enterprise, Small Business
Pricing Model Subscription, Usage-based
Ownership Private
Provider 
Founded 2012
Sells To Enterprise, Small Business
Pricing Model Recurring, Transactional
Ownership Public
Provider 
Founded —
Sells To —
Pricing Model —
Ownership —
Founded —
Sells To —
Pricing Model —
Ownership —


Self-service platform for training custom machine translation models from bilingual data and translation memories.


Wirestock AI Training Data sources licensed multimodal datasets and custom content for model training.


Ready-to-license expert-authored datasets for AI post-training across professional, coding, search, and multimodal tasks.


Appen Data Catalog licenses 597 off-the-shelf AI training datasets for immediate model training, fine-tuning, and evaluation.


Google Cloud API providing neural, custom, and adaptive machine translation across many languages.


A self-service marketplace for discovering, evaluating, and acquiring production-ready AI training datasets with built-in governance and human enhancement.



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Licensed access to Stack Overflow's human-validated question-and-answer corpus and API for AI training and grounding.


Enterprise workflow data licensing service that extracts and de-identifies approved business data for AI training.


Neural machine translation service providing batch and real-time translation through a single API.


Product scoring machine translation output against quality frameworks inside a quality automation platform.


Service that cleans enterprise translation memories using automated quality scoring and machine or human post-editing.



Cloud translation management platform combining AI translation, language quality agents and 50+ integrations for enterprise content.


Besimple AI's conversational audio training-data offering.


API delivering segment-level quality prediction to automate or review machine translation output.
Self-service platform for training custom machine translation models from bilingual data and translation memories.

Wirestock AI Training Data sources licensed multimodal datasets and custom content for model training.

Ready-to-license expert-authored datasets for AI post-training across professional, coding, search, and multimodal tasks.

Appen Data Catalog licenses 597 off-the-shelf AI training datasets for immediate model training, fine-tuning, and evaluation.

Google Cloud API providing neural, custom, and adaptive machine translation across many languages.

A self-service marketplace for discovering, evaluating, and acquiring production-ready AI training datasets with built-in governance and human enhancement.

Datoric's voice and speech training-data catalog.

Reference-free machine translation quality estimation API scoring source-target pairs without human references.

Licensed access to Stack Overflow's human-validated question-and-answer corpus and API for AI training and grounding.

Enterprise workflow data licensing service that extracts and de-identifies approved business data for AI training.

Neural machine translation service providing batch and real-time translation through a single API.

Product scoring machine translation output against quality frameworks inside a quality automation platform.

Service that cleans enterprise translation memories using automated quality scoring and machine or human post-editing.

Enterprise machine translation subscription with glossaries, translation memory, and API access.

Cloud translation management platform combining AI translation, language quality agents and 50+ integrations for enterprise content.

Besimple AI's conversational audio training-data offering.

API delivering segment-level quality prediction to automate or review machine translation output.


GenAI in Localization Workshops

Machine Translation Automatic Post-Editing

Machine Translation Quality Estimation

On-Premise Machine Translation

Enterprise Machine Translation Evaluation & Quality Intelligence

Machine Translation Model Fine-Tuning

Custom.MT Smartcat TMS Extension

Custom.MT XTM Cloud Extension

Custom.MT Smartling Connector

Custom.MT memoQ Connector

Custom.MT Trados Connector

Custom.MT Shopware Translation Plugin

Custom Translation Portals

Custom.MT Console — AI Translation Platform

Custom.MT Translation Memory Cleaning