ARLA INTELLIGENCE
To the help center, and beyond.
Role:
Admin / Arla Team
arla-workspace · admin
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TKT-4821 · Zendesk
SSO login redirect loop after password reset
47 ticketsGap
TKT-4798 · Intercom
CSV export not including custom fields
31 ticketsLost
TKT-4776 · Zendesk
Integration setup — connecting Salesforce
28 ticketsDraft Ready
TKT-4754 · Intercom
Role permissions not applying after team invite
19 ticketsGap
TKT-4731 · Zendesk
Notification preferences not saving on mobile
14 ticketsLost
TKT-4710 · Zendesk
Billing cycle change not reflected in invoice
11 ticketsGap
Missing Coverage 3
Ready to Review 3
Hard to Find 3
In Progress 0
SSO Login Redirect Loop After Password Reset
🎫 47 tickets this week
📈 +34% vs last week
🔍 no article found
Customers are hitting a redirect loop specifically after resetting their password while SSO is enabled. No help article covers this scenario. The existing SSO setup guide doesn't address post-reset authentication flows. Arla identified 14 distinct customer descriptions of the same underlying issue — customers are searching for "SSO loop," "redirect after password," and "login redirect error" with zero article matches.
📧 Zendesk · 31 tickets💬 Intercom · 16 tickets# slack: #support-team🎯 Jira: AUTH-2241
Flag as Known Issue — Arla will monitor this Jira ticket
Role Permissions Not Applying After Team Invite
🎫 19 tickets this week
📈 +22% vs last week
🔍 no article found
Newly invited team members are not inheriting the role permissions set during the invite flow. Affects every new workspace with 3 or more members. Support is handling these manually — typically a 2-step workaround that isn't documented anywhere outside of a Slack thread from April 21st.
📧 Zendesk · 11 tickets💬 Intercom · 8 tickets# slack: #support-team🎯 Jira: PERM-844
Flag as Known Issue — Arla will monitor this Jira ticket
Billing Cycle Change Not Reflected in Invoice
🎫 11 tickets this week
📈 +18% vs last week
🔍 no article found
Customers who change their billing cycle mid-period expect the next invoice to reflect the new cycle date. It doesn't — and there's no help article explaining the delay or how proration works. 11 tickets this week, escalating to billing disputes.
📧 Zendesk · 7 tickets💬 Intercom · 4 tickets# slack: #billing-escalations🎯 Jira: BILL-1102
Flag as Known Issue — Arla will monitor this Jira ticket
Integration Setup — Connecting Salesforce
Ready to Review
28 tickets · Draft generated 3 hours ago · Routed for approval
How to Connect Salesforce to Your Workspace

Arla Intelligence connects to Salesforce via OAuth. This guide walks you through a 3-step setup. Step 1: Navigate to Settings → Integrations and click "Add Integration." Step 2: Select Salesforce from the integration list. Step 3: Sign in with your Salesforce admin credentials when prompted — Arla handles the rest...
Alex T. — Product Owner — waiting
Jordan M. — Support SME — waiting
CSV Export — Including Custom Fields
Ready to Review
31 tickets · Draft generated 6 hours ago · Routed for approval
How to Export Data with Custom Fields

By default, CSV exports include standard fields only. To include custom fields in your export: Navigate to Reports → Export. Click "Configure Columns" before exporting. Toggle on the custom fields you want to include. Custom fields created in the last 30 days may require a workspace refresh before they appear in the export column list...
Alex T. — Product Owner — waiting
Notification Preferences — Mobile App
Ready to Review
14 tickets · Draft generated 1 day ago · Routed for approval
Managing Notification Preferences on Mobile

Mobile notification preferences are managed separately from desktop. To update your mobile alert settings: Open the Arla mobile app and tap your profile icon. Select Notifications. Toggle individual notification types on or off. Changes apply immediately and sync across devices within 60 seconds...
Jordan M. — Support SME — approved
CSV Export Not Including Custom Fields
Hard to Find
An article covering this topic exists — but customers can't find it because the title and keywords don't match how they describe the problem. 31 customers searched for this topic last week and found no results. The existing article is titled "Data Export Guide" — customers are searching for entirely different terms.
What customers are searching
custom field exportexport with fieldsCSV all columnsdownload custom data
Current article title
"Data Export Guide" — 0 search matches to customer terms
Notification Preferences Not Saving on Mobile
Hard to Find
An article titled "Managing Alerts & Notifications" exists in the help center — but 14 customers searched for mobile-specific notification help last week and found nothing. The article covers both desktop and mobile but customers assume it's desktop-only based on the title.
What customers are searching
mobile notificationspush alertsapp notification settingsturn off mobile alerts
Current article title
"Managing Alerts & Notifications" — no mention of mobile in title or keywords
Billing Cycle Change Not Reflected in Invoice
Hard to Find
The answer to this question is buried inside "Account & Billing FAQ" — a 12-section article covering unrelated topics. 11 customers last week searched specifically for billing cycle timing and found no direct result. The term "billing cycle" doesn't appear in the article title or top-level keywords.
What customers are searching
change billing datebilling cycle updatewhen does billing changebilling period
Current article title
"Account & Billing FAQ" — billing cycle covered in section 7 of 12, unsearchable by topic
No items in progress yet. Use "Mark as Known Issue" on a gap card to flag it with a Jira ticket — Arla will monitor for when it closes.
142
Total published articles
9
Stale articles flagged
3
Coverage gaps this week
3
Drafts in approval queue
9 articles haven't been updated in 30 or more days and are receiving active ticket volume. Arla flagged these based on content age and recent support activity — articles getting tickets but not updated in over a month are likely missing current product behavior. Review stale articles →
Getting Started
24 articles
Arla Intelligence Quick Start
Connecting Your First Integration
Setting Up Your Workspace
Role Permissions Not Applying After Team Invite
Gap
Understanding Your Dashboard
Authentication & SSO
18 articles
SSO Setup Guide (SAML & Okta)
Stale · 47d
SSO Login Redirect Loop After Password Reset
Gap
Multi-Factor Authentication Setup
Stale · 52d
Password Reset & Account Recovery
Stale · 23d
SCIM Provisioning and User Sync
Integrations
31 articles
Integration Setup Guide
Zendesk Integration
Intercom Integration
Jira & Linear — Sprint Sync
Stale · 34d
Salesforce Integration
Data & Exports
22 articles
Running Reports & Exporting Your Data
CSV Export Guide
Stale · 61d
CSV Export Not Including Custom Fields
Hard to Find
Scheduled Report Delivery
Data Retention & Compliance
Billing & Account
19 articles
Invoice & Payment Methods
Stale · 38d
Billing Cycle Change Not Reflected in Invoice
Gap
Adding & Removing Seats
Account & Billing FAQ
Stale · 91d
Downgrading or Canceling Your Plan
Mobile App
28 articles
Getting Started with the Mobile App
Notification Preferences — Mobile App
Hard to Find
Mobile App Permissions & Settings
Stale · 29d
Using Arla on iOS & Android
Offline Mode & Data Sync
#support-team · monitored channel
3 messages flagged this week as undocumented knowledge
JM
Jordan M. Today 9:14am
Quick heads up — if a customer is getting the CSV import failure with no error message, it is almost always a hidden character in the first column. It happens when someone exports from Excel on Windows. Tell them to open in Notepad, delete and retype the very first character, re-save as UTF-8 not BOM, and re-upload. Works 9 times out of 10.
Arla flagged this as undocumented knowledge. This fix is not in the help center. Arla has drafted an article — ready to route for approval.
AT
Alex T. Yesterday 3:47pm
FYI the webhook retry behavior changed in v2.3 — it now retries 3 times with exponential backoff (1s, 4s, 16s) before failing. The old docs said 5 retries flat. If customers are seeing delayed webhook deliveries that is probably why. We should update the docs.
Arla flagged this as a documentation gap. The published webhook article references the old retry behavior. Arla has drafted an update — pending Product Owner approval.
RK
Riley K. Apr 18 11:22am
The SSO loop issue — root cause is that we are not invalidating the SAML assertion cache on password reset. Engineering knows about it, it is in the backlog as AUTH-2241. Workaround is to have the customer clear cookies and re-auth directly through the IDP not the app URL. Fix shipping in today's April 28th release — AUTH-2241 is marked complete in Jira.
Arla flagged this as undocumented knowledge. Root cause and fix ETA are not in any help article. Arla has drafted a workaround article with release ETA included.
Drafts Ready for Approval
Bulk User Import — Hidden Character Fix
Jordan M. · #support-team · Today 9:14am
Fix for CSV import failures caused by hidden characters from Excel on Windows. Includes step-by-step resolution and UTF-8 save instructions.
Webhook Retry Behavior — Updated for v2.3
Alex T. · #support-team · Yesterday 3:47pm
Documents the new exponential backoff retry behavior introduced in v2.3. Replaces outdated 5 flat retries documentation.
SSO Login Loop — Workaround & Fix ETA
Riley K. · #support-team · Apr 18 11:22am
Documents root cause (SAML assertion cache not invalidated on password reset), IDP-direct workaround, and today's April 28th fix — AUTH-2241 confirmed complete in Jira.
SSO Authentication Service Degraded
● LIVE INCIDENT
Arla detected this incident simultaneously from three signal sources at 9:47am CT. 847 active users are unable to log in. Three response documents drafted automatically and routed to approvers — awaiting your review.
15:00
SLA countdown · Tier 1 · 15 min
Zendesk — ticket spike
23 tickets in 12 min
+1,150% vs. 12-min baseline · still climbing at 9:47am
Jira — critical label
P0 · AUTH-2291
Labeled critical at 9:47am · assigned to on-call engineering
Slack — #incidents
"SSO is completely down"
6 messages in 4 minutes · detected 9:47am CT
Help Center Status Alert
SSO Login Issues — Our Team Is Working on a Fix
We're aware that some customers are unable to log in using SSO. Our engineering team identified the issue at 9:47am CT and is actively working on a fix. If you need immediate access, log in using your email and password at your workspace login URL while we resolve this. We'll update this article as the situation changes.
Jordan M. — Support SME — waiting
Alex T. — Product Owner — waiting
⚠ 15 min SLA
Status Page Update
Investigating — SSO Authentication Degraded
We are investigating an issue affecting SSO authentication. Customers may experience login failures or redirect loops after password reset. Impact: All SSO-enabled workspaces. Workaround: use email and password login. Detected: 9:47am CT. Status: Investigating. Next update by 10:15am CT.
Alex T. — Product Owner — waiting
⚠ 15 min SLA
Proactive Customer Email
Action Required: SSO Login Issue — Workaround Available Now
We're writing to let you know we're experiencing an issue with SSO authentication that may be preventing your team from logging in. We identified this at 9:47am CT and engineering is actively working on a fix. Your team can log in right now using their email and password at your workspace URL. No data is at risk. We will send a resolution update as soon as this is fixed.
Jordan M. — Support SME — waiting
⚠ 15 min SLA
Multi-Channel Escalation Timeline
Min 0
Notifications sent simultaneously
Slack DM · Email · In-app to all required approvers at 9:47am CT
Jordan M.
Alex T.
Min 5
Follow-up if no acknowledgment
Second Slack DM in same thread · "10 minutes remaining before escalation. Customers are actively affected."
Min 10
Pre-escalation warning
Final Slack DM with consequence · "5 minutes until your backup approver takes over."
Min 15
Hard escalation — backup takes over
Backup approver assigned · Admin notified · Escalation logged permanently
2 active collisions detected. Arla identified these by monitoring signals across Jira, Zendesk, Slack, and your marketing calendar simultaneously. Each requires acknowledgment from every named team before customers are impacted.
🔴 Launch Collision — Marketing vs. Engineering
Dashboard Filters Announcement vs. Incomplete Build
Marketing has a blog post and in-app announcement scheduled for Thursday at 9am CT announcing the new Dashboard Filters feature. Arla detected that Jira ticket DASH-1847 (the implementation) is still open and assigned — engineering has not marked it complete. If the announcement ships Thursday and the feature is not live, customers will click through to something that does not exist yet.

Signal sources: Marketing calendar (Notion) · Jira DASH-1847 status: In Progress · Slack #engineering — no ship confirmation as of today
Acknowledgment required from all three teams before Thursday
Engineering — Riley K. — not acknowledged
Marketing — Sam L. — not acknowledged
Product — Alex T. — not acknowledged
🟠 Content Collision — Help Center vs. Incident in Progress
SSO Setup Guide Published While SSO Incident Is Active
A new SSO Setup Guide was approved and published to the help center at 8:52am CT. Arla simultaneously detected an active SSO incident (AUTH-2291 — SSO Authentication Service Degraded) that is still unresolved. Customers arriving at the SSO Setup Guide expecting to complete setup will encounter failures not mentioned in the article — and no status alert is linked from the article.

Signal sources: Help center publish event 8:52am CT · Jira P0 AUTH-2291: Open · Zendesk ticket spike: 23 tickets in 12 min · Incident Alert screen: active
Acknowledgment required — article should be updated or temporarily unpublished
✓ Jordan M. — acknowledged
Product — Alex T. — not acknowledged
Dismissed
No dismissed collisions. Items you dismiss will appear here for re-evaluation.
Forecast is based on 3 sprint completions scheduled this week (Jira: DASH-1847, PERM-844, AUTH-2291 fix) plus historical ticket patterns for each feature area. Projected spikes are flagged below.
Authentication & SSO
+62% projected
Mon
Tue
Wed
Thu
Fri
Sat
Sun
AUTH-2291 fix ships Friday. Based on the last 3 major auth releases, ticket volume spikes 62% on release day and stays elevated for 3 to 5 days. Zero help articles currently cover the new post-reset flow. Arla recommends publishing the SSO redirect article before Friday.
Role Permissions & Team Invites
+38% projected
Mon
Tue
Wed
Thu
Fri
Sat
Sun
PERM-844 ships Thursday — changes how role permissions apply on team invite. Currently 19 tickets per week on this topic with no help article. Without documentation before Thursday, Arla projects a 38% spike on top of existing volume.
Dashboard & Reporting
+24% projected
Mon
Tue
Wed
Thu
Fri
Sat
Sun
DASH-1847 (Dashboard Filters) ships this week with a marketing announcement Thursday. The pre-release article is in the approval queue and must be approved before Thursday or Arla projects a 24% inquiry spike with no coverage.
Billing & Integrations
→ Stable this week
Mon
Tue
Wed
Thu
Fri
Sat
Sun
No sprints closing in Billing or Integrations this week. Volume expected to stay within 5% of last week baseline. 11 active billing tickets noted — the billing cycle article remains a coverage gap but no spike is forecast.
Arla Recommended Actions This Week
🔴
Approve the SSO redirect article before Friday. AUTH-2291 ships Friday. Based on the last 3 major auth releases, 62% more tickets arrive on release day. The article is in your approval queue with a 3-day SLA — it needs to be approved today or tomorrow to be live before the release.
🟠
Approve the Role Permissions article before Thursday. PERM-844 closes Thursday. 19 tickets per week already arrive on this topic with no article. An additional 38% spike on top of that volume will strain the support queue significantly.
🟡
Resolve the Dashboard Filters collision before Thursday. Arla detected that DASH-1847 is still open while marketing has an announcement scheduled Thursday. If the feature is not live when customers read the announcement, Arla forecasts an inquiry spike with no coverage.
Billing and Integrations are stable — no action needed this week. No sprints closing in these areas. Arla will continue monitoring for ticket pattern changes and flag anything that warrants attention before next Monday digest.
Tier 1 — Required at Launch
Zendesk
Zendesk
Reads ticket titles, tags, and volume trends for gap analysis. Writes approved articles to Zendesk Guide. Real-time webhooks active for incident detection — Arla fires an alert when ticket rate on a single topic exceeds your configured threshold. Last synced 14 minutes ago.
● Connected
ON
Intercom
Intercom
Reads conversation content, tags, and volume patterns. Intercom conversations map to the same internal schema as Zendesk tickets — gap analysis and article drafting work identically regardless of which platform surfaced the signal. Last synced 14 minutes ago.
● Connected
ON
Slack
Slack
Monitors configured channels for tribal knowledge — when a senior agent shares a workaround or undocumented fix, Arla flags it as a draft article candidate. Also sends approval notifications and incident alerts as direct messages to the relevant approvers. Currently monitoring:
● Connected
ON
Microsoft Teams
Microsoft Teams
Parallel to Slack — reads configured channels for tribal knowledge and sends approval notifications and incident alerts as direct messages. Connect this if your team uses Teams instead of or alongside Slack. Uses Microsoft Graph API and Azure app registration.
Not Connected
Anthropic
Claude API Required · Always active
Powers all AI capabilities in Arla — ticket classification, gap analysis, article drafting, revision based on approver feedback, and post-incident summarization. Arla does not function without this connection. Cannot be disabled.
● Connected
Tier 2 — Unlock Proactive Story
Jira
Jira
Reads sprint board data and ticket completion events. When a sprint ticket moves to Done, Arla automatically drafts a corresponding help article and routes it to approvals — so documentation is ready before customers ask. P0 and Critical labels also feed real-time incident detection.
● Connected
ON
Linear
Linear
Alternative to Jira for sprint sync. Provides the same proactive article drafting capability — when a Linear issue is completed, Arla drafts documentation and routes it for approval. Connect this if your engineering team uses Linear instead of or alongside Jira.
Not Connected
Zendesk Guide
Zendesk Guide
Enables Arla to publish approved articles directly to your Zendesk help center. Write access is only exercised after a human has approved the content in the Arla approval queue — no article ever reaches customers without sign-off. Last synced 14 minutes ago.
● Connected
ON
Azure DevOps
Azure DevOps
Reads Azure Boards work items and sprint completion events. When a work item moves to Done, Arla drafts a corresponding help article and routes it for approval — the same proactive drafting behavior as Jira and Linear. Azure Pipelines release events can also trigger the release readiness gate. Connect this if your engineering team uses Azure DevOps.
Not Connected
Tier 3 — Product Intelligence
Pendo
Pendo
Reads feature adoption data and in-app guide analytics. Arla uses adoption signals to identify features customers are struggling with — low adoption combined with rising ticket volume is a documentation gap signal. Also surfaces which Pendo in-app guides overlap with help center articles, flagging duplication or contradiction before it reaches customers.
Not Connected
Monday.com
Monday.com
Reads project boards and item completion events. When a Monday.com item tied to a customer-facing feature is marked Done, Arla drafts a help article and routes it for approval. Useful for teams that manage product and customer work in Monday alongside or instead of Jira. Maps to the same internal sprint schema as Jira, Linear, and Azure DevOps.
Not Connected
Aha!
Aha!
Reads product roadmap and feature release data. Arla uses upcoming release records in Aha! to draft help articles proactively — before engineering ships and before customers ask. Feature descriptions, release notes, and acceptance criteria from Aha! feed directly into Arla's drafting context, making first drafts more accurate and requiring fewer revision cycles.
Not Connected
Don't see your tool?
Submit a request and we'll evaluate adding it to Arla. Most requests are reviewed within 48 hours.
Global Polling
Ticket Queue Polling Frequency
How often Arla pulls from Zendesk and Intercom to detect new gaps and trends. Real-time webhooks handle incident detection separately — this controls gap analysis cadence.
Real-Time Webhooks
Webhooks bypass the polling schedule for incident detection only. Arla configures these automatically when you connect Zendesk or Intercom — no manual setup needed.
ON
Incident Detection
Detection Window
The rolling time window used to measure ticket spike rate. A spike is triggered when the threshold is reached within this window.
Ticket Spike Threshold
Number of tickets on a single topic within the detection window that triggers an incident alert. Lower values = more sensitive. Topic clusters with known high volume can override this.
tickets
After-Hours Behavior
How Arla handles incident detection outside your configured business hours. "Alert always" sends full escalation stack regardless of time.
Per-Integration Overrides
Zendesk Polling Frequency
Override the global polling frequency for Zendesk only. Leave as "Inherit from global" to use the setting above.
Intercom Polling Frequency
Override the global polling frequency for Intercom only.
Desktop Notifications
OS Desktop Notifications
Arla sends approval requests and incident alerts as system notifications — visible outside the browser while you're in other apps. Incident alerts use persistent notifications that stay pinned until you respond.
Notification Channels — Per Event Type
Notification type
Slack
Email
Push
Active Incident Alert ● Required
All three channels fire simultaneously. Cannot be disabled for users with approval roles.
Approval Needed
Sent when Arla routes a new item to your approval queue.
Approval Deadline at Risk
Sent when an approval item is at 50% of its SLA window with no action taken.
Escalation Triggered
Sent to the backup approver and admin when an SLA deadline is missed.
Collision Alert
Sent immediately to all affected team leads when a cross-team conflict is detected. Requires active acknowledgment.
Tribal Knowledge Candidate
Sent to the Support SME when Arla flags a Slack or Teams message as undocumented knowledge.
Article Published
Sent when a help article goes live. Can be delivered per-publish or batched into the weekly digest.
Stale Articles Flagged
Delivered in the Monday morning digest. Lists articles that haven't been updated in 30+ days with active ticket volume.
Weekly Support Load Forecast
Monday morning digest to support leadership. Predicts ticket volume for the coming week based on sprint completions and historical patterns.
Digest Schedule
Weekly Digest Delivery
Day and time the stale article summary and forecast digest are delivered to support leadership.
Article Published Digest
Batch newly published articles into the weekly digest, or send a notification immediately on each publish.
Workspace Identity
Workspace Name
Displayed in email notifications and the Fetch Snapshot report header.
Workspace URL
Your Arla workspace URL. Contact support to change.
app.arla.ai/arla-intelligence
Billing Plan
Core Platform + Sprint Visibility Agent add-on. Annual billing.
Default SLA Configuration
Tier 1 · Incident 15 minutes · Full escalation stack at minute 5 and 10 Not configurable
Tier 2 · Pre-Release Tied to release date — alert at 48 hours before deadline
Tier 3 · Standard Gap Day 3 reminder, Day 5 escalation, Day 7 admin flag
Tier 4 · Keyword Update Day 3 escalation to backup approver
Data & Retention
Ticket Data Retention
How long Arla retains ticket metadata for trend analysis. Full ticket text is processed in memory only — it is never persisted.
Approval History Retention
How long Arla retains the full approval audit trail — who approved, when, what feedback was given, and what changed.
Security
Enforce MFA for All Members
Require all workspace members to set up multi-factor authentication. Members without MFA will be prompted on next login.
OFF
Single Sign-On (SSO)
Require members to authenticate via your identity provider (Okta, Azure AD, Google Workspace). Connecting an SSO provider disables password login.
OFF
SCIM Provisioning
Automatically provision and deprovision workspace members from your identity provider. Requires SSO to be enabled first.
OFF
Fetch Snapshot
Generate a report · Send to anyone · In seconds
Who is this for?
Format?
How to send?
Ready to generate. Arla pulls live data from Gap Analysis, Approvals, Forecasting, and Incident Monitor.
Pulling data across all integrations...
Checking ticket queue — Zendesk + Intercom
Reading approval queue + SLA status
Pulling sprint data from Jira
Running forecasting model
Formatting for your audience
Prepared for: Executive Leadership
Tuesday, April 28, 2026 · 10:14am CT · Generated by Arla Intelligence
12
Help center gaps identified
$1,880
Estimated ticket cost this week
5
Drafts awaiting approval
47 customers can't log in — and there's no help article for it
An SSO redirect loop after password reset has generated 47 tickets in the past 5 days — this week's top ticket driver. No help article covers this scenario. Arla has drafted a fix; it's in the approval queue waiting on Jordan M.
The help center is keeping pace with 7 of 10 active topics
84 published articles covering the majority of ticket volume. 3 high-volume topics are undocumented — SSO loop, role permissions after invite, and billing cycle changes.
May 2nd release ships this Friday — 3 help articles not yet approved
The Advanced Reporting release is scheduled for Friday, May 2nd. 3 associated articles have been in the approval queue for 2 days with no response. If not approved by Thursday EOD, customers land on the new feature with no documentation. Marketing announcement already scheduled for 8am Friday.
Dashboard Filters announcement conflicts with an unshipped feature
Marketing has a post scheduled for Thursday, April 30th announcing Dashboard Filters. Jira DASH-1847 is still open and unmerged as of this morning. The announcement will direct customers to a feature that isn't live yet. Collision alert is active — needs acknowledgment from Marketing and Engineering today.
3 new help articles published · 2 stale articles updated
Integration Setup Guide, Running Reports, and Billing Cycle Changes went live. Estimated 23 tickets prevented based on search volume before publication.
3 pieces of tribal knowledge captured from Slack before they disappeared
Arla flagged workarounds shared by Jordan M., Marcus R., and Tanya P. in #support-team and converted them to draft articles awaiting approval.
Ready to send · Email
Zendesk
Zendesk
● Connected · Last synced 14 minutes ago
Credentials
Your Zendesk workspace URL — the part before .zendesk.com
Found in Zendesk Admin → Apps & Integrations → APIs → Zendesk API
Used to verify incoming webhook signatures. Set this in your Zendesk webhook configuration.
✓ Connected — API responded in 142ms
Webhook Endpoint
Point your Zendesk webhook at this URL for real-time incident detection.
https://app.arla.ai/webhooks/zendesk
What Arla reads: ticket titles, tags, assignee, volume, and status. Full ticket body is processed in memory for gap analysis and never stored. Arla writes only approved articles back to Zendesk Guide.
Ticket Filters
Limit gap analysis to tickets assigned to specific Zendesk groups. Leave blank to include all groups.
Only include tickets that have at least one of these tags. Leave blank to include all tickets.
Polling
How often Arla pulls ticket data for gap analysis. Real-time webhooks handle incident detection independently of this setting.
Incident Detection
The rolling time window Arla uses to compare ticket rate. A spike is declared when the current window exceeds the prior window by the threshold below.
Minimum percentage increase in ticket volume that triggers an incident alert.
Intercom
Intercom
● Connected · Last synced 14 minutes ago
Credentials
Found in Intercom Developer Hub → Your App → Authentication
Your Intercom App ID, visible in the URL when logged into Intercom.
Used to verify webhook signatures via X-Hub-Signature header. Recommended for production.
✓ Connected — API responded in 98ms
Webhook Endpoint
Configure this in Intercom Developer Hub → Webhooks. Subscribe to the conversation.created and conversation.updated topics.
https://app.arla.ai/webhooks/intercom
Schema compatibility: Intercom conversations are normalized to the same internal schema as Zendesk tickets. Gap analysis, article drafting, and incident detection work identically regardless of which platform surfaced the signal.
Conversation Filters
Only include conversations with at least one of these Intercom tags. Leave blank to include all.
Limit to conversations assigned to specific teams. Leave blank to include all teams.
Polling
Incident Detection
Slack
Slack
● Connected
Credentials
Found in Slack App settings → OAuth & Permissions. Starts with xoxb-
Found in Slack App settings → Basic Information. Used to verify all incoming events.
✓ Connected — bot authenticated
Required Bot Permissions
Your Slack app needs these OAuth scopes: channels:read · channels:history · groups:read · groups:history · chat:write · users:read. Add them in your Slack App → OAuth & Permissions → Scopes.
Set this as your Request URL in Slack App → Event Subscriptions. Subscribe to the message.channels and message.groups events.
https://app.arla.ai/webhooks/slack
Monitored Channels — Tribal Knowledge
Arla listens to these channels for undocumented knowledge — when a senior agent shares a workaround or fix, Arla flags it as a draft article candidate. Arla never posts to these channels. It reads only.
Approval Notifications
Approval requests, incident alerts, and deadline reminders are sent as direct messages to the relevant approvers — not posted to channels. No channel configuration needed for notifications.
Tribal Knowledge Detection
Confidence score required before a message is flagged as a tribal knowledge candidate. Higher values mean fewer, higher-confidence flags. Default is 0.7 (70%).
Messages shorter than this are skipped. Prevents flagging brief acknowledgments.
Filtering
Ignore bot messages
Skip messages posted by Slack bots and integrations.
ON
Monitor after hours
Continue monitoring outside your team's business hours.
OFF
Teams
Microsoft Teams
Not connected
Teams uses Microsoft Graph API and requires an Azure app registration. Create the app at portal.azure.com → Azure Active Directory → App registrations, then copy the credentials below.
Azure App Registration
Your Azure Active Directory tenant ID. Found in Azure portal → Azure Active Directory → Overview.
Generated in your app registration → Certificates & Secrets. Copy it immediately — it won't be shown again.
Required API Permissions
Add these Microsoft Graph permissions in your Azure app: ChannelMessage.Read.All · Chat.Read · User.Read.All · ChatMessage.Send. Grant admin consent after adding them.
Monitored Channels — Tribal Knowledge
Arla listens to these Teams channels for undocumented knowledge. Enter channels as Team Name / Channel Name. Arla never posts to these channels.
Approval Notifications
Approval requests and incident alerts are sent as direct messages to approvers — not posted to channels. No channel configuration needed for notifications.
Tribal Knowledge Detection
Filtering
Ignore bot messages
Skip messages posted by bots and connectors.
ON
Jira
Jira
● Connected · Last synced 14 minutes ago
Credentials
Your Atlassian cloud URL — the part before .atlassian.net
Generated at id.atlassian.com → Security → API tokens
Used to verify incoming Jira webhook payloads.
✓ Connected — API responded in 211ms
Webhook Endpoint
Configure in Jira Settings → System → WebHooks. Subscribe to issue updated and sprint closed events.
https://app.arla.ai/webhooks/jira
Arla monitors these projects for sprint completions, release readiness, and P0/Critical issue detection. When a ticket in a monitored project moves to Done, Arla drafts a help article and routes it to approvals.
Project Keys
Critical Issue Labels
Jira issue labels that trigger real-time incident detection. Comma-separated.
Polling
How often Arla checks for sprint progress and ticket completions.
How often Arla actively polls for new P0/Critical labels, independent of webhooks.
Zendesk Guide
Zendesk Guide
● Connected · Last synced 14 minutes ago
Zendesk Guide uses the same credentials as your Zendesk integration — no separate authentication needed. Write access is only exercised after a human approves content in the Arla approval queue.
Inherited Credentials
arla-intelligence.zendesk.com · ● Connected
https://arla-intelligence.zendesk.com/hc/en-us
✓ Guide API accessible — read/write confirmed
Default Publish Location
New articles are placed here unless an approver assigns a different category during review.
Authorship
Name shown as the author on Arla-drafted articles after publish.
Approval Gate
Always enforced. No article is ever published to Zendesk Guide without explicit human approval in the Arla approval queue. This setting cannot be disabled.
Draft Management
How long Arla keeps a draft in the approval queue before archiving it if no action is taken.
Arla flags articles not updated within this window when they have active ticket volume.
Anthropic
Claude API
● Connected · Required · Always active
The Claude API powers all AI capabilities in Arla — ticket classification, gap analysis, article drafting, revision loops, and post-incident summarization. Arla does not function without this connection. It cannot be disabled.
API Key
Generated at console.anthropic.com. Starts with sk-ant-
✓ API key valid — claude-sonnet-4-6 responding
Active Model
claude-sonnet-4-6 · Current default · Knowledge cutoff Aug 2025
Drafting
Controls which Claude model Arla uses for drafting and analysis. Sonnet 4.6 is the default and recommended for production. Haiku 4.5 is faster and cheaper — suitable for high-volume workspaces where draft quality can be refined in the approval flow.
Maximum output length per article draft. Most help articles fit comfortably within 1,500 tokens.
Classification
Controls how thoroughly Arla analyzes each ticket cluster during gap analysis. Deep analysis finds more nuanced gaps but takes longer.
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What problem does this solve, and how often would it be used?
Nice to have Would be helpful eventually
Important Meaningfully improves our workflow
Critical Blocking us from full adoption
Done