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Great to connect with you! I recently joined the Moveworks community after attending a Hackathon event in San Francisco. I have a pipeline of tasks that I am eager to automate and am highly motivated to make progress but am interested to find the best way to apply my efforts.What I’ve done so far is to complete two of the Quickstart projects and about half of the course videos of “Agent Studio Developer: Level 1 Certification.” I plan to work through the remainder of the videos and a couple more of the Quickstarts. For those of you a bit further along in your automation or AI usage journey, where do you recommend that I focus my next effort?For context, I have a “commercial/analyst” type role. I regularly code in Python collaborating for my job on Github, but I’m not a professional developer. I experimented with Power Automate about two years ago, setting up a few automations that I continue using until now, but got stuck back then in implementing some

i have an agent studio plugin that uses the User object as a slot to get a user context. what i’m finding is the bot is responding with a default set of properties even though i’m not specifying which values from the user object to display. i’m using the built-in mw.generate_text_action and defining a slot in the conversation process as a User object type, which is grabbing the user context correctly. but the bot response message is showing the same default properties (full name, email, role, manager, dept, location) and i don’t want to display those, at least not like that. i tried using display_instructions property in the output mapping, but that doesn’t work. the default properties are still displayed.where is the plugin getting this format from? and how do i override it or define my own template?

 At Moveworks, we’re committed to continuously improving the reliability, transparency, and security of our platform. To that end, we’ll soon be upgrading our SIEM log processing pipeline.This change unifies all customers under a single, modernized system — delivering more structured logs, clearer schemas, and more frequent updates, all while reducing operational complexity behind the scenes. 🧩 What’s Changing Updated File StructureYour SIEM logs will now be stored in a versioned subdirectory (v1) within your SFTP bucket. This helps clearly distinguish between versions of the logging pipeline.Old File Path New File Path logs/2024-08-20/2024-08-20_audit_log.json logs/v1/2024-08-20/2024-08-20_audit_log.json

We have observed that our bot is experiencing intermittent response timing issues this morning in both Microsoft Teams and the web platform. At times, it may take several minutes to reply; at other moments, it responds within a minute. Occasionally, it may timeout, displaying a message to try again shortly.We have checked the Moveworks issues dashboard and did not find any reported problems. We would like to understand if others are experiencing similar issues, especially considering ongoing concerns with AWS services.If you are facing related AWS issues that affected your bots, please share how you addressed them. Your insights could help us find a solution more quickly.Thank you!

Any Idea why my user_email variable would not be passed through here or be blank as you can see in the canonical_endpoint? I have also tried replacing “user.email_addr” with “mw.user.email_addr”. Why are neither of these working? Is my syntax incorrect? Or could I have incorrect bot configurations? I wouldn’t need a slot here would I? 

disregard… i’ve simplified the plugin and took out the compound action and just referenced the built-in action in the conversational process directly. it’s sending one message now, but it’s not the right format. that’s a separate issue though, so i’ll create a separate post for that. this one can be closed.i have a plugin with a conversational process that runs a compound action. the compound action runs a built-in action that returns a single value.the bot is responding with three messages, which is what i don’t want. where are those messages coming from? my understanding was the bot will send a message AFTER the last action completes. if there is only one action, why is the bot responding with multiple messages?the last message sent is more or less what i’d want displayed to the user, not the others. 

We have on prem agents connected to our ITSM (ME/SDP).  Any way to use them via bot to reach into an end users’ machine to add them as a local admin to conduct elevated tasks - but them remove it after a time limit?  Thanks!

I am able to get a JSON object root response to work, like this: { "Items": [ { "name": "root?", "thing2": "asdf" }, { "name": "root 2?", "thing2": "asasdfasddf" } ]}With Mapper like this:output: MAP(): items: Items converter: name_output: item.nameOutput is this (as expected):{ "output": [ { "name_output": "root?" }, { "name_output": "root 2?" } ]}  Problem is when the input (response object) is an array of objects with no root key to address:[ { "name": "root?", "thing2": "asdf"

My team has recenlty started testing around with installing Agent templates from the Marketplace into our TEST environment. Once particular agent template is Summarize an Incident. When testing this we identified a potential issue where any associate could get a Incident summary for any Incident. I see this as a potential security concern as I wouldn’t want a non ITIL user to be able to see higher severity Incidents as an example. Has anyone else implemented this Agent template? If so, have you had similar experiences or have any idea how to implement the SNOW Role-Based permission mirroring?

I’ve setup a Rapid Global notification when a user signs in or out with Webhooks.The challenge I have is I don’t want to enable the notification for everyone, however, Webhooks doesn’t allow you to select an audience to restrict, the Audience option is disabled.It would be useful to be able to control the notification audience on the Moveworks end rather than have to adjust 100s of users in Rapid Global.  

I have an ambient use case, that is triggered when someone books a meeting room in Outlook. The webhook and compound action all work ok, and trigger my conversation process.However, my conversation process starts off with a long introduction about our preferred catering suppliers, that I needed to be verbatim text, so I placed it into an action that is called at the start of the process. No slots are required and I tell it to wait for the action to finish before proceeding: Only in the next action do I ask it to collect the Catering Site, which is a list of options in a resolver strategy:However, when the conversation runs it usually (not always), shows my long blurb after the

I am having issues setting up a Oauth2 for Microsoft products. I cannot get a successful API call even though I am able to with client credentials in Postman. Have others been having issues with this? Is there something I’m missing. I’ve been following this guide amongst trying many other things: Connector | Microsoft Graph

Hi Team, For the update feature requests I was trying to use compound action rather than the HTTP actions in the COnversation process. I created the compound action but it is not getting triggered . Could you please have a look into the compund action and let me know if in case there is something I am missing steps:  - action:      output_key: Mw_Get_Requests_result      action_name: Mw_Get_Requests      progress_updates:        on_complete: ON_COMPLETE_MESSAGE        on_pending: ON_PENDING_MESSAGE        message: "{{Mw_Get_Requests_result}}"   - switch:      cases:        - condition: feature_request_id == 'FR-50911'          steps:            - action:                output_key: submitted_requests                action_name: Mw_Update_Requests_EXAMPLE                progress_updates:                  on_complete: ON_COMPLETE_MESSAGE

We’re still buzzing from the Moveworks AI Agent Hackathon, where the Golden State Warriors court transformed into a playground for agentic AI innovation.Hundreds of developers, customers, partners, and AI innovators came together at the iconic Chase Center, to build the future of agentic AI (and win some exciting prizes too). The energy, the creativity, and the collaboration were second-to-none.Attendees heard from Moveworks product leaders, customers, and partners on the latest innovations shaping our platform, including the power of Ambient agents that act across systems on real-world challenges including:Resolving lost package resolution that goes from frustration to fix in record time Managing CRM updates that keep sellers selling, not entering data Enabling expense compliance that gives finan

Hi there,We have a highly manual processes within our company we are trying to automate. We have very large excel spreadsheets that contain vendor details. E.g. their location, services they provide (e.g. diggers, trucks etc), and their different rates for weekday, night, Saturday, Sunday and public holidays.Our people on site engage with this spreadsheet daily to see what contractor is best for the job, but it is incredibly complex, and difficult to navigate especially on a phone / tablet which is often used on site. We want to improve this by ingesting all of this information into a document that Synap can surface to the people on site. This means they will interact with the bot and say "I am in the Dunedin region and I need to hire a truck with driver, that offers a 6 wheel tripper on a Monday" - Give me the rates of people who provide this, and then provide me the cheapest contractor who provides this service"Our CSM has kindly suggested that

 We are unable to leverage the output mapping in a way that provides consistent results to our users. Our use case is extremely simple. We are connected to a ServiceNow app for tracking issues. The sysparm_query pulls in a record number, il_status, severity, description (issue_detail), opened_by, assignee (responsible_user), and resolution (going_to_do). The testing and validation of the http action passed as expected. Using simple mode for the action activity within our conversational process returns inconsistent results so we switched to data mapper. We are unable to return any reasonably formatted response. Below is the Response Schema from my HTTP Action and then the Data Mapper. Any thoughts on what we are doing wrong? This is preventing us from moving forward with our plugin.Response Schema:{ "type": "object", "properties": { "result": { "type": "array", "items": { "typ

Hi Moveworks,Back in January, the Microsoft partnership with Copilot was announced. Where can I find more information on this integration? We just launched Microsoft Copilot for our org and we would like users to have access to our Moveworks Assistant in this new environment. 

I am trying to build assign ServiceNow delegate use case, which is available in moveworks gallery, in this case i am trying to use user consent flow for all the connection that is authorization code user flow. First time attempt, I was expecting bot to serve a link to connection link to allow it but instead it loggin an error and not serving link to consent. I feel the connection which are the part of slot resolvers might not serve consent flow, i do have other usecases, and its working expected. but not in this case.any idea? you can reproduce the issue by using the plugin. 

I am trying to configure a webhook that asks the user for catering or room setup details (if required) when they book a meeting in Outlook.I have the following compound action, to be triggered from my Webhook, but it is telling me (as it also does in the documentation), that I need to publish my conversation as a plugin.steps: - action: action_name: mw.get_user_by_email output_key: catering_user input_args: user_email: data.meeting_room_catering.user_email - notify: output_key: catering_output recipient_id: data.catering_user.user.id message: RENDER(): args: meeting_room: data.meeting_room_catering.details template: "You have recently booked meeting room {{meeting_room}}. Do you require catering or help setting up the meeting room" actions: - key: nothanks

hi all, i’ve built a plugin based around clearing all of a user’s MFA methods attached to their IdP account. because of the some of the endpoints i’m querying, the responses take too long and i was getting a timeout error every time i prompted for this plugin at a certain step. i found this post that helped point me in the direction of running the actions that were timing out as compound actions instead (yay community gainz), then i set a return for the output. the plugin now functions all the way through which is great! however, i’ve noticed that when a compound action runs, the bot automatically sends this message “the process is running, i’ll let you know when it’s finished” except much more verbose, i’m assuming because the compound action runs async.my problem is i have 3 compound action

Hello,I have a question about the AI Assistant.Right now, we use our bot to send messages in it's own chat.I want to know if our bot is able to send messages that are directly replies to posts in other parts of Microsoft Teams, like groups, channels, or send anything to distribution lists.Can the AI Assistant reply directly to a message in those Teams places? Or can it only send new messages in its own channel?Thanks for your help!

We’ve noticed that the Data API and the Analytics module on the Client Moveworks instance have not been refreshed. The Power BI team’s most recent Moveworks data via DATA API is from October 2nd. They would like to know the expected timeframe for when data from October 8th will be available. Specifically, how many days from today should we anticipate seeing the data for October 8th reflected in these systems?

How can I update a use case in the new Agent Studio to handle fuzzy searching?Right now, it works fine if everything is spelled correctly, but if someone makes a typo, it doesn’t work.For example, I my bot, asked "Who is the PLM for XMD NAFTA" and got this back from the bot “I understand you are looking for the PLM contact for XMD NAFTA. I searched the PLM contact directory and relevant knowledge sources, but I was unable to retrieve the contact information for the XMD NAFTA PLM. Based on info you provided, I am unsure of how to help. Please click on Get Help below to review the supported help options.”However, there is no XMD NAFTA in the SharePoint list—it only has options like XD NAFTA, XMD EMEA, XM NAFTA, CLS NAFTA, FOX NAFTA, FOC NAFTA, DC NAFTA, PNP NAFTA, CAB NAFTA, FOD NAFTA, FOE NAFTA, and an LT NAFTA.I was expecting the bot to tell me "XMD NAFTA isn’t found" but also show a list of the closest matches so I can pick one.

 We are excited to announce the launch of the Moveworks Data API v1!The Data API enables you to securely access and integrate Moveworks AI Assistant data with your own analytics ecosystem. This makes it easier than ever to:Ingest Moveworks data into your Data Lakes Build custom dashboards and reports Join Moveworks data with your external systemsWhat’s includedThe Data API provides five REST endpoints that let you access:All conversations Individual interactions within a conversation Plugin calls made by the AI Assistant Plugin resources used during those calls All users ingested into MoveworksThe API follows a standard OData implementation and returns dat

Hi everyone,Apologies for the ignorance here—I honestly feel like I should know this already, but I get a bit stuck with output mapping. I’m the analyst working on our company's bot, and while we have an engineer on the team, I help out with some of the use cases. This is more of his role and area of expertise.Is there a straightforward way to create output mappers? I've tried using the DSL and Data Mapper Playground, and I've read through the Data Mapper / JSON Bender Reference and Moveworks Data Mapper Common Examples, but I haven't found them very helpful.Am I missing a simple trick here? I tend to prefer step-by-step instructions, so the guides that just provide general info are a bit hard for me to follow. If they don’t give us step 1—do this, step 2—do this thing, step 3—you need this it makes it hard for me.Thanks in advance for any tips or straightforward steps you can share to help me improve my efficiency with this. If you could break it down in