Seeq's AI Assistant is available for SaaS customers on R64 and later. If you don’t see it already, file a support request to have it enabled.
Seeq's AI Assistant is your partner to Amplify Human Intelligence. It is a versatile, comprehensive generative AI solution accessible from anywhere in Seeq. When Seeq's AI Assistant first opens, it explains how it can help you and provides options to get started. These options are relative to where you are in Seeq - it will provide ideas relevant to performing an analysis in Workbench and will provide help with how to make reports in Organizer.
Seeq's AI Assistant runs on powerful Seeq AI Agents. These agents work together to answer your questions, aid your analyses, explain complex formulas or create reports. If you want to specify a single agent, select it from dropdown menus in Seeq's AI Assistant panel. Open a new conversation and switch agents see scrolling tips for each agent.
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General Agent is great for analytics and how-to help throughout Seeq. Ask this agent any question you would ask your favorite Seeq Analytics Engineer without waiting for them to send you a response.
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Formula Agent is an expert in Seeq Formula but can be accessed outside the Formula Tool if that is where you happen to be.
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Data Lab Agent knows all about SPy and Python, but you don’t have to be in Data Lab to access it.
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Actions Agent can take actions on your behalf. In Workbench, leverage actions like creating new items (Find when my temperature is greater than 90 or Smooth all my signals), manipulating the display (move optimizer to lane 5), documenting your analysis in the Journal, and much more! It will update your Journal with worksteps before and after each action so you can get back to an earlier spot easily if you desire. In Organizer, leverage actions for creating and inserting, and linking new content, date ranges, and asset selectors. Ask it what it is capable of when you are chatting with it to get the latest information.
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Agent Q is your expert in time-series data and the accumulated knowledge of your organization. Agent Q is a powerful analytics agent with access to knowledge about your organization, referencing documents in Knowledge Management, and manipulating underlying time-series data to provide robust analyses. Agent Q can also help you draft, edit or run powerful Custom Agents that you author within Seeq. You can use Code Tools with Agent Q for extensible workflows.
See more details on where you can interact with Seeq's AI Assistant on the following pages:
Wondering how you can benefit from working with Seeq's AI Assistant?
Use-Case Inspiration
Get inspired about what use-cases to pursue within Seeq with questions like How can Seeq help with batch analytics for my pharmaceutical process?
Analysis Assistance
Ask the Assistant questions regarding your current analysis, and how to implement ideas in Seeq.
How to use Seeq
Ask it how to best use various aspects of Seeq. We still highly recommend Seeq training, but Seeq's AI Assistant is there in a pinch any time you have a question.
Have you forgotten when you want to use a particular tool? All Seeq Tools have a sparkle icon in the upper right corner. Clicking that icon will launch Seeq's AI Assistant providing more information about the tool that is open.
Data Connections
Ask for help with how to configure different data sources.
Take Actions in Seeq for you
Select the Actions Agent from the dropdown in the chat box in Organizer or Workbench and give Seeq's AI Assistant a task to carry out on your behalf. Seeq's AI Assistant can help you get more done by creating items on your behalf and reorganizing your display. Try prompts like
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Workbench:
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Find when temperature is less than 60.
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Move flow to lane 5.
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Smooth all my signals.
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Document my analysis.
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Organizer:
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Make my sheet look nicer
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Add Titles to each piece of content
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Create an Asset Selector or Date Range for {asset or date range details}
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Insert my content from {description of worksheets in a Workbench}
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Ask the Actions Agent what it can help you with since its capabilities will grow faster than this page can be updated (and note its answer will be different depending on where you ask, i.e. Workbench vs Organizer).
History
Seeq's AI Assistant will remember your recent conversations. Start new conversations with the New Chat button and access previous conversations with the history icon in the upper left portion of Seeq's AI Assistant panel.
There is a filter button to help you filter your previous conversations based on words in the title which is the original question of the conversation.
Using the three dot menu next to each previous conversation, you can rename, mark as a favorite, share, or delete that conversation.
By default, only you have access to this history of conversations, and you can access and resume them in this panel anywhere, regardless of the location from which they were started. You can choose to share a conversation with a colleague if Seeq's AI Assistant has been particularly helpful. A share icon appears for conversations you have shared or conversations that have been shared with you.
When you open a previous conversation, you will see a tag indicating the part of Seeq where the original conversation took place. This may be a specific workbook, document, or the Home Screen.
Resources
Seeq's AI Assistant will provide links to resources like the Seeq Knowledge Base inline with some responses when appropriate. In addition to any inline links, each response from Seeq's AI Assistant has an info icon at the end of the response. Clicking on this info icon will provide links to the resources that were used by the Assistant to provide the response.
Feedback
At the end of each response is a thumbs up and down icon, this allows the user to provide feedback to Seeq's AI Assistant if the response is good or bad with an optional feedback text box to provide more detail. While no prompts or activity is used for training the models used, your input is helpful for future improvements!
Flexibility to meet your needs
There is a settings icon next to the history icon. Use this to modify your preferences, which include memories and the text size displayed in Seeq's AI Assistant panel.
Use the button in the upper right to pop out and move the Assistant anywhere in the browser if you don’t want it on the right side of the screen. You can also make the Assistant full screen if appropriate with the double sided arrow button.
Voice to Text
If you prefer talking to the Assistant over typing, use the microphone icon in the chat area and speak your question or command into a microphone connected to your computer.
There is also a speaker icon at the bottom of each response if you prefer to have responses read aloud. This speaker icon is to the right of the feedback emojis of the last response or at the bottom of any previous response..
Adjusting Agent Effort
The Agents spend time thinking before and during a response. You can increase or decrease the amount of thinking the Agent does by adjusting the Effort under the Agent selector. Lower efforts balance speed with quality, while higher efforts spend more time producing answers for more challenging tasks.
Administration
Third-Party AI Model Dependencies
Seeq AI Assistant capabilities are powered by large language models (“LLM”) hosted by third-party providers. Seeq-managed SaaS environments primarily route to OpenAI API Platform or Azure AI Foundry.
Customers using Bring Your Own LLM Provider (BYOP) should maintain models appropriate to their installed version for each tenant environment (i.e., development, testing/staging, production).
How Seeq selects LLM’s
Seeq’s AI capabilities are assigned primary and secondary models starting with 2026-04-04-02-22-00.v1 - if an LLM becomes unavailable or is retired by its provider, Seeq will automatically route requests to the next model in sequence. BYOP customers should ensure every listed model is deployed in their LLM host to retain full backup coverage of LLM’s for their given Seeq version.
LLM Model Dependency Sources
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Models |
Policy |
Models |
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OpenAI API Platform |
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Azure AI Foundry |
Seeq Version to LLM Mapping
The tables below identify the models required by each major release version.
Your Validated Environment may be enrolled in Seeq’s SaaS Update Coordination program, and utilize our quarterly Regulatory Releases. The models bundled in a Regulatory Release are packaged at the time of the release. We make our best attempt at selecting models with long lifecycles for these regulatory releases.
Terminology
Deprecated: A known retirement date within 6-months has been provided by the LLM host.
Retired: An LLM is no longer supported by the LLM host. Seeq will leverage a backup LLM, if available.
Extended: An extention has been filed with an LLM host to maintain functionality past its Retired date. Contact Seeq support for more details.
Steady Release (Latest Seeq Version)
Regulatory Release Q4 2026
Note: Reference the full release notes provided by Seeq for more details on the impact of known deprecating models.
Regulatory Release Q3 2026
Note: Reference the email notice sent on September 10th, 2026 regarding impacts of deprecating LLM’s to this version.
Regulatory Release Q2 2026
Note: Reference the email notice sent on September 10th, 2026 regarding impacts of deprecating LLM’s to this version.
Regulatory Release Q1 2026
Note: Reference the email notice sent on September 10th, 2026 regarding impacts of deprecating LLM’s to this version.
Regulatory Release Q4 2025
Note: Reference the email notice sent on September 10th, 2026 regarding impacts of deprecating LLM’s to this version.
Bring your own LLM Provider (BYOP)
Seeq collaborates with global Enterprise LLM Providers to power its AI Assistant for SaaS customers. When users interact with Seeq's AI Assistant, Seeq optimizes performance by distributing activity among these providers. If you have specific data processing or storage concerns, you can integrate your own LLM Provider with Seeq's AI Assistant. This guarantees that all prompts and responses comply with your requirements.
OpenAI and Microsoft Azure OpenAI Studio are supported as alternative LLM Providers. If your organization already has accounts with these providers, the Seeq Support Team can guide you on how to configure them in your environment. This setup will ensure that all interactions with Seeq's AI Assistant in your instance are directed to your chosen provider.
The models used in the latest Seeq product, which must be included in a BYOP deployment, depend on the version deployed. See Seeq AI Assistant | Seeq Version to LLM Mapping for more info. All “primary” and “secondary” models should be available at all times for your given version.
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On Steady releases: refer to our regular release notes and the pinned section above.
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On older versions: refer to the pinned configurations above.
Administrator Controls
Administrators can choose which Agents are available by updating the Features/GenAI/Agents configuration on the Administration Page. Administrators can understand which users engage with different Agents from the Usage page.
Frequently Asked Questions