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Intento Enterprise MT Hub

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Intento Enterprise MT Hub is a single place to evaluate, access and manage the enterprise MT Portfolio.

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Intento Enterprise MT Hub

  1. 1. HOW TO GET THE MOST OUT OF MT Konstantin Savenkov CEO Intento, Inc. https://inten.to INTENTO
  2. 2. MT Quality Varies July 2018 January 2019 and changing fast! Across Domains and Languages
  3. 3. MT Learning Curves Vary Customization Depends On Data Volume and Quality
  4. 4. Multi-engine approach to MT Best of breed MT for every project Future-proof ROI Increasingly used by large LSP and enterprises
  5. 5. Challenges • evaluation MT VendorsMT Consumers ? … TMS CMS Support Sales IT Desk
  6. 6. Challenges • evaluation • integration … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines MT Consumers
  7. 7. Challenges • evaluation • Integration • orchestration … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  8. 8. Challenges • evaluation • Integration • orchestration • MT routing … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  9. 9. Challenges • evaluation • Integration • orchestration • MT routing • limits, retries, failovers … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  10. 10. Challenges • evaluation • Integration • orchestration • MT routing • limits, retries, failovers • usage & cost tracking … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  11. 11. Challenges • evaluation • integration • orchestration • MT routing • limits, retries, failovers • usage & cost tracking • asset and model lifecycle mgmt. … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  12. 12. Challenges • evaluation • integration • orchestration • MT routing • limits, retries, failovers • usage & cost tracking • asset and model lifecycle mgmt. • maintenance … MT Portfolio Stock MT Engines TMS CMS Support Sales IT Desk Custom MT Engines ! ! ! ! ! MT Consumers
  13. 13. Intento Enterprise MT Hub MT Vendors INTENTO MT Scoring LQA integrations Data CleaningA single place to evaluate, access and manage MT Portfolio
  14. 14. Intento Enterprise MT Hub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors
  15. 15. Intento Enterprise MT Hub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers
  16. 16. Intento Enterprise MT Hub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Segmenting and batching
  17. 17. Intento Enterprise MT Hub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Single MT dashboard Segmenting and batching
  18. 18. Intento Enterprise MT Hub INTENTO … TMS CMS Support Sales IT Desk MT Consumers MT Portfolio Stock MT Engines Custom MT Engines Universal API Universal connectors Smart Routing with retries and failovers Single MT dashboard Segmenting and batching MT lifecycle management ϐ
  19. 19. Scenarios - Evaluation • Extract text content from various files and perform sentence alignment • Build a list of candidate engines based language pairs and available training assets • Web interface to try different engines • Evaluate pre-trained MT engines • Train and evaluate custom NMT models • Extract most decisive segments for human review
  20. 20. Scenarios - Implementation • Corporate translation portal • On-the-fly website translation • Multi-engine translation for TMS (XLIFF connectors) • Customer support translation (incl. support chats) • Cross-language information retrieval (patents, eDiscovery)
  21. 21. Changed The MT Game for 40+ Clients Intento, Inc. hello@inten.to INTENTO

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