AI-powered post-editing service using Prompt Studio and LLMs to refine MT output and reduce manual review effort by 30-70%.
APE automatically corrects machine translation output using custom prompts in Prompt Studio. Users choose LLMs such as GPT-4o, GPT-5, Claude 3.5/4, and Gemini 2.5 Pro, and define role, context, task, rules, and protection conditions.
Prompts attach to workflow templates running across Trados, memoQ, XTM, Smartcat, and API integrations.
TextUnited
Enhanced quality (Automatic Post-Editing)
textunited.com
ModelFront
ModelFront Automatic Post-Editing
modelfront.com
TAUS
Taus Epic
taus.net
Adds products that compete with one of Machine Translation Automatic Post-Editing’s direct competitors but not with Machine Translation Automatic Post-Editing itself. They are shaded, and Linked Through names the direct competitor each one competes with.
| Attribute | Machine Translation Automatic Post-Editing | Enhanced quality (Automatic Post-Editing) | ModelFront Automatic Post-Editing | Taus Epic | |
|---|---|---|---|---|---|
| Provider | | |  | | |
| Founded | 2020 | — | — | — | |
| Sells To | Enterprise, Small Business | — | — | — | |
| Pricing Model | Subscription, Usage-based | — | — | — | |
| Ownership | Private | — | — | — |
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Founded 2020
Sells To Enterprise, Small Business
Pricing Model Subscription, Usage-based
Ownership Private
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Pricing Model —
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Cloud translation management platform combining AI translation, language quality agents and 50+ integrations for enterprise content.
Enterprise language platform combining source quality improvement, machine translation engine selection, and generative AI post-editing.
Service that cleans enterprise translation memories using automated quality scoring and machine or human post-editing.
Advisory service that analyzes an enterprise machine translation and post-editing setup and estimates improvement opportunities.
Google Cloud API providing neural, custom, and adaptive machine translation across many languages.
Product scoring machine translation output against quality frameworks inside a quality automation platform.
Reference-free machine translation quality estimation API scoring source-target pairs without human references.
API delivering segment-level quality prediction to automate or review machine translation output.
Secure enterprise portal for multiple large language model platforms with reusable language skills and usage-based pricing.
ACRIS Translator Pro is a Shopware 6 Premium Extension embedding OpenAI, Claude, and Gemini AI translation into the Shopware Administration.
Self-service platform for training custom machine translation models from bilingual data and translation memories.
Neural machine translation service providing batch and real-time translation through a single API.
Cloud translation memory that stores and reuses translations across content types in real time.
Managed service that centralizes enterprise translations for reuse, automated quality checks, and post-editing across business platforms.
AI-driven translation memory cleaning service with phased linguist review and before/after reporting.
API exposing Unbabel's award-winning quality estimation models with sentence and document scores.
Cloud translation management platform combining AI translation, language quality agents and 50+ integrations for enterprise content.
Enterprise language platform combining source quality improvement, machine translation engine selection, and generative AI post-editing.
Service that cleans enterprise translation memories using automated quality scoring and machine or human post-editing.
Advisory service that analyzes an enterprise machine translation and post-editing setup and estimates improvement opportunities.
Google Cloud API providing neural, custom, and adaptive machine translation across many languages.
Product scoring machine translation output against quality frameworks inside a quality automation platform.
Reference-free machine translation quality estimation API scoring source-target pairs without human references.
API delivering segment-level quality prediction to automate or review machine translation output.
Secure enterprise portal for multiple large language model platforms with reusable language skills and usage-based pricing.
ACRIS Translator Pro is a Shopware 6 Premium Extension embedding OpenAI, Claude, and Gemini AI translation into the Shopware Administration.
Self-service platform for training custom machine translation models from bilingual data and translation memories.
Neural machine translation service providing batch and real-time translation through a single API.
Enterprise machine translation subscription with glossaries, translation memory, and API access.
Cloud translation memory that stores and reuses translations across content types in real time.
Managed service that centralizes enterprise translations for reuse, automated quality checks, and post-editing across business platforms.
AI-driven translation memory cleaning service with phased linguist review and before/after reporting.
API exposing Unbabel's award-winning quality estimation models with sentence and document scores.
GenAI in Localization Workshops
Language Dataset Acquisition
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