Talkdesk CXA Operations Center™ (formerly Talkdesk AI Trainer™) provides the operational intelligence required to validate, monitor, and govern AI in the contact center. For more information, please visit our CXA Operations Center documentation.
- March 10, 2026
- February 16, 2026
- January 13, 2026
- December 18, 2025
- October 21, 2025
- [PREVIEW] April 27, 2025
- July 12, 2024
- March 22, 2024
- September 21, 2023
- June 29, 2023
- February 8, 2023
- September 28, 2022
- September 7, 2022
- May 14, 2021
March 10, 2026
On March 10th, 2026, we will release the following update for Talkdesk CXA Operations Center™ (formerly Talkdesk AI Trainer):
New:
- Talkdesk AI Trainer is now Talkdesk CXA Operations Center: Talkdesk AI Trainer has been renamed as Talkdesk CXA Operations Center. This change reflects the product's expanded role beyond model training to encompass continuous validation, real-time observability, and enterprise-grade AI governance for the contact center.
- With an intuitive, business-friendly interface, CXA Operations Center enables teams to easily supervise AI behavior in production, fine-tune, test, and drive measurable performance improvements.
What is Changing:
- The product name across the Talkdesk platform, navigation, and documentation will update from "CXA Operations Center" to "CXA Operations Center."
- All bookmarks and direct links will redirect automatically.
- At this time, there will be no changes to functionality, permissions, or existing workflows. Forthcoming changes will be announced via Release Notes.
Action Required:
- All existing features and configurations remain fully intact. No action is required from users.
February 16, 2026
On Monday, February 16th, 2026, we will release the following new feature for Talkdesk CXA Operations Center™ (formerly AI Trainer):
New:
-
Navigator Single Message Testing: A new testing interface within Analyze Message that allows users to simulate customer messages and check how these are interpreted by Talkdesk Navigator.
- Import Studio JSON files: To simulate and validate how specific customer messages are interpreted by Navigator.
- Single Message Testing: Where the user can view predicted topics (Exit Name), or “No Match” if no topic is identified.
- Configuration Export: Export updated Studio JSON files directly from the simulator to reflect changes made during the testing process.
For more information, please visit our CXA Operations Center: Navigator Single Message Testing documentation.
January 13, 2026
On Tuesday, January 13, 2026, we will release the following updates for Talkdesk CXA Operations Center™ (formerly AI Trainer):
New:
- Filter by Topic in Analyze Message: Admins can now refine their navigator session logs by searching for specific topics. A new text field has been added to the "Filters" panel, supporting partial matches to make it easier to isolate and analyze relevant interactions.
- Direct Studio Links for Flow IDs: To streamline troubleshooting, Flow IDs in the Analyze Message table are now clickable links. Clicking a Flow ID will open the corresponding Studio flow in a new browser tab, provided the user has the necessary Studio permissions.
These updates will be available automatically for users with access to the Analyze Message observability tool.
For more information, please check our updated article on Talkdesk Navigator: Using Analyze.
December 18, 2025
On Thursday, December 18, 2025, we will finalize (for all regions) the progressive rollout of the following update for Talkdesk CXA Operations Center™ (formerly AI Trainer):
New:
We are removing the "IPA" (International Phonetic Alphabet) and "Sounds Like" fields from the CXA Operations Center Custom Vocabulary. For additional details, please check this Product Notice. This update streamlines vocabulary management by focusing on term boosting, making the custom vocabulary process faster and more effective:
- New Boosting Workflow: The Custom Vocabulary feature now works primarily by "boosting" the importance of specific words. Instead of correcting a "wrong transcription" after the fact, you now proactively add words to the Phrase list to signal their importance to the AI model.
-
Simplified UI:
- The "IPA" and "Sounds Like" input fields are no longer available in the creation and editing forms.
- The "IPA" and "Sounds Like" columns have been removed from the list view.
- The primary input is now labeled "Phrase," with an optional "Display As" field.
Action Recommended: Review and refine your Custom Vocabulary list to adhere to the new configuration guidelines for improved performance.
For more information, please check our article on Training Speech-to-Text Models in CXA Operations Center.
October 21, 2025
On Tuesday, October 21, we will release the following new feature for Talkdesk CXA Operations Center™:
New:
- Analyze Message Observability in CXA Operations Center: Admins can now get direct visibility into how Navigator is processing customer interactions. This new observability tool, located in CXA Operations Center, provides a log of messages and the topics that were detected, making it easier to monitor performance and troubleshoot flows.
What's included:
- Interaction Log: View a list of recent interactions handled by a Navigator component, including the original message and the detected topic.
- Advanced Filtering: Easily search and filter interactions by Interaction ID, Flow ID, or a specific date range.
- Data Export: Download the current view as a CSV file to perform deeper, offline analysis.
Note: The Analyze Message tool stores data for a maximum of 20 days.
For more information, please check our new Talkdesk Navigator: Using Analyze Message in CXA Operations Center documentation.
[PREVIEW] April 27, 2025
Note: This feature will be available in Preview for selected customers only.
On Monday, April 27th, 2025, Talkdesk we will release the following preview feature for CXA Operations Center™:
New:
- Generative AI Guardrails: Now, users benefit from built-in guardrails that — automatically and in real time — help ensure responsible and ethical AI usage. These safeguards apply critical checks like Jailbreak Prevention and Toxicity Prevention to every interaction, helping maintain compliance, user safety, and brand integrity. With AI playing a growing role in customer engagement, these features are essential in protecting against misuse while enabling innovation with confidence.
For more information, please read our documentation for AI Guardrails.
July 12, 2024
On Friday, July 12th, 2024, Talkdesk is releasing a new version of CXA Operations Center™:
New:
Exporting data from AI Data Trends: Now you can export relevant data hosted on CXA Operations Center Trends. On the Intents and Confidence tiles you have the option to export the visible date, allowing you to conduct deeper analysis.
March 22, 2024
On Friday, March 22nd, 2024, Talkdesk is releasing a new version of CXA Operations Center™:
New:
- Generative AI training phrase auto-generation: Now, all customers with CXA Operations Center-based products have the ability to — with just one click — generate training phrases with the help of Generative AI. Intent training is a key activity managing conversations for Virtual Agents, defining triggers for Copilot knowledge or doing analytics with Customer Experience Analytics. This task is often quite labor intensive, and this feature aims to improve the experience.
September 21, 2023
On Thursday, September 21st, 2023, Talkdesk is releasing a new version of CXA Operations Center™:
New:
- Generative AI Observability Dashboard: You can get insights on the performance and issues of the Generative AI use case of automatically summarized interactions. Then, you are able to understand if summaries are being generated, the percentage of modified summaries, and the word similarity between a summary generated by AI and the one submitted by an agent.
Note: This feature is only available in Preview mode in the US and EU regions. Canada region to come soon.
June 29, 2023
On Thursday, June 29th, 2023, Talkdesk is releasing a new version of CXA Operations Center™:
Enhancements:
- Talkdesk Autopilot™ utterances belonging to non-trainable intents removed from CXA Operations Center: Since some Autopilot components and their corresponding intents are non-trainable, they are no longer displayed on CXA Operations Center. This allows you to focus on the most important phrases that can actively improve the quality of intent models linked to Talkdesk Autopilot.
Note: All utterances belonging to non-trainable intents and which are currently present on CXA Operations Center will be removed from your Inbox, Training tasks, Quality check, and Launch pages.
List of non-trainable components in Autopilot:
- Escalation.
- Say.
- Jump.
- Split flow.
- Execute Action.
- Function.
- Search Knowledge.
- Button.
- Carousel.
- Quick reply.
- Media.
February 8, 2023
On Wednesday, February 8th, 2023, Talkdesk® is releasing a new version of CXA Operations Center™.
New:
- Precision metric: Automatically calculates a precision score for each AI model and its intents. Supervisors and Admins can view the performance of models and intents on the Models page (as seen above), via the proportion’s automatic calculation of phrases that were correctly identified as being part of an intent.
You can easily see if an intent model is sufficiently trained, and focus on the models and intents that require the most training on the Precision score graphic on the Trends page (as seen above).
Note: This metric is only available after the first complete review of an intent on the Quality Check page (Agreement process).
- Custom vocabularies automatically available: Once a new Speech-to-Text model is created and configured on AI Launchpad, the custom vocabulary is immediately available, so common transcription mistakes can be corrected and the overall accuracy of speech-to-text (STT) transcriptions improved.
Note: Custom vocabularies are only available for customers with a Premium subscription to the CXA package.
September 28, 2022
On Wednesday, September 28th, 2022, Talkdesk®is releasing a new version of CXA Operations Center™.
We are introducing new enhancements and fixes, including:
New:
Training tasks page: Now, Agents have a new labeling experience. Tasks (labeling of phrases/utterances) are divided into sets of ten tasks each, and it is possible to follow progress.
A simple user interface helps Agents correctly and quickly classify utterances through the options “Yes”, “No”, and “Not sure”. This feature also provides the interaction’s context of the phrase, as well as examples (training phrases) of the identified intent.
Note: Only Agents can access this page.
Amazon LEX connector: An Admin using, or planning to use, Amazon Lex as the Natural Language Understanding platform, can connect with Talkdesk CXA Operations Center™ to easily fine-tune its intent models. CXA Operations Center can automatically collect intent data from Amazon Lex and give a simplified and non-technical way to train its intent models.
Alerts page: All issues found on Amazon Lex models will be listed under the new Alerts page.
Note: This page is only visible to Supervisors and Admins.
Entities on Talkdesk Intent Service: Supervisors and Admins can manage entities on CXA Operations Center when the model provider is Talkdesk Intent Service on AI Settings (one of the providers used for AI models behind products such as Talkdesk Copilot™ and Talkdesk Interaction Analytics™).
September 7, 2022
On Wednesday, September 7th, 2022, Talkdesk®is releasing a new version of CXA Operations Center™.
We are introducing new enhancements and fixes, including:
New:
Inbox page: New triage rules reduce the amount of clutter in the Inbox. This helps agents focus on labeling relevant phrases/utterances that are representative of the latest business changes.
Now, the Inbox page only displays the last 150 phrases, making the process of labeling tasks less vast and more attainable. Searching and filtering on this page are applied to all the inbox’s content, sticking also to the 150 results limit.
Fixes:
- Fixed a bug where parameters, that were not being used, were removed from their corresponding intents whenever any intent would be updated.
May 14, 2021
On Friday, May, 14th, 2021, we will release Talkdesk CXA Operations Center™.
Talkdesk CXA Operations Center is a new product that enables clients to automate their contact center in a better and faster way. Talkdesk CXA Operations Center allows agents and supervisors to observe, validate, and quickly improve AI models through clicks, rather than code.
The system also ensures that multiple agents can work together to develop a consensus relating to a correct update, allowing supervisors to focus on reviewing suggestions and deploying the right update.
What’s Included
This release includes the following main features:
- Speech-to-text Vocabulary Training: This feature enables correcting speech-to-text (STT) transcriptions, improving the accuracy in detecting product names, and fixing pronunciation errors. In addition, it collects wrong transcriptions from other systems that use speech-to-text.
- Intent Model Training: CXA Operations Center users could train intents by feeding the system with synthetic data in the form of training phrases, or using a quality assurance system called “Agreement” to ensure the right suggestions from agents are reviewed and deployed by the supervisors.
- Training Custom Entities: With this feature, users can annotate custom entities in training phrases for intent models, which enables more complex conversational flows, and speeds up conversations by training AI to recognize context.