Key takeaways
AI that works with the helpdesk you already have, surfacing cross-system knowledge, deflecting tickets, and detecting churn signals your team would otherwise miss.
Why this integration matters
Zendesk handles your ticket queue well. What it can't do is pull in the knowledge that lives outside Zendesk: the Confluence doc your engineer wrote, the Salesforce case history, the Slack thread where someone found a workaround last quarter.
Mosaic AI sits on top of Zendesk and connects the dots. Agents get AI-powered suggestions and cross-system knowledge without leaving the helpdesk they already know.
- Eliminate tab-switching between Zendesk and your other tools
- Surface answers from Confluence, Salesforce, and Slack directly in the agent sidebar
- Deflect common queries before they reach your queue
- Get intelligence on account health and churn risk, not just ticket-level metrics
Key use cases
Auto-summarize tickets on open.
When an agent opens a ticket, Mosaic instantly generates a summary (ticket context, customer history, and prior resolutions on similar cases) so agents spend less time reading and more time resolving.
Draft AI-assisted replies from your full knowledge base.
Mosaic's AI Assist suggests draft replies grounded in your Zendesk Help Center, Confluence documentation, and Salesforce case records simultaneously. Agents edit and send, or use it as a starting point.
Deflect common queries before they reach agents.
Mosaic's Self-Service module handles inbound queries (email, chat, or portal) before they hit the queue. Because it draws from all your connected knowledge sources (not just Zendesk), it can resolve queries that Zendesk's native AI would escalate.
Detect churn signals from ticket patterns.
Mosaic's Intelligence layer analyzes your Zendesk ticket history to surface which accounts are generating escalating friction, sentiment deterioration, or recurring errors, before customers formally escalate or churn silently.
How it works
1. Connect: Authorize Zendesk via OAuth from the Mosaic integrations dashboard. Admin access required for setup; no engineering needed after that.
2. Sync: Mosaic indexes your Zendesk tickets, macros, and Help Center articles. Initial indexing typically completes in 24–48 hours. Add Confluence, Salesforce, and Slack to complete your knowledge graph.
3. Generate: Agents see AI-powered ticket summaries, knowledge suggestions, and reply drafts directly in the Zendesk agent sidebar. No new interface to learn.
Feature breakdown
Data sync
- Indexes tickets, macros, Help Center articles, and ticket history
- Continuous re-indexing as new tickets and articles are added
- Cross-referenced with Salesforce case records, Confluence documentation, and Slack threads
Automation
- Auto-tagging by issue type, product area, and priority, with no manual classification
- Ticket status write-back: Mosaic can update Zendesk records as part of configured workflows
- Intelligent routing via Mosaic's Workflows product, routing to the right agent based on proficiency, availability, and account value
Permissions & governance
- Field-level control: configure which ticket fields and data types Mosaic indexes
- Sensitive fields can be excluded during setup
ROI and benefits
- Faster resolution: Customers report "too good to be true numbers in terms of MTTR reduction" after connecting Mosaic to their Zendesk environment.
- Fewer tickets: One B2B SaaS team in HR tech reports record-low case volumes after adding Mosaic's self-service layer: "We haven't seen cases this low since '24."
- Smarter agents: Agents spend less time searching and more time resolving; Mosaic consolidates the context that previously required multiple tabs and tools.
Works with your full stack
Mosaic extends Zendesk's reach by connecting the knowledge that lives elsewhere in your organization:
- Salesforce: cases, account records, customer history
- Confluence: documentation, runbooks, product guides
- Slack: indexed internal threads and Slack Connect conversations
- Google Drive, Notion, SharePoint: and 100+ more
Security & reliability
- Authentication: OAuth; no passwords stored
- Access controls: Field-level permissions configured during setup; sensitive data excluded by default
- Compliance: SOC 2 Type II certified
- Data privacy: Mosaic never trains on your data
See Zendesk in action
Book a demo. Live in days, no engineering required.
Or see how Mosaic compares to Zendesk's native AI if you're evaluating both options.
Frequently Asked Questions
Does Mosaic AI work inside the Zendesk agent interface?
Yes. Mosaic surfaces AI suggestions (ticket summaries, knowledge recommendations, reply drafts) directly in the Zendesk agent sidebar. Teams can also use the standalone Mosaic interface for more complex workflows.
How long does setup take?
The OAuth connection takes minutes. Initial indexing completes in 24–48 hours. Agents typically see AI suggestions in their Zendesk workflow within 2–3 days of starting setup.
Does Mosaic AI work with all Zendesk plans?
Mosaic connects via Zendesk's API, available on Suite plans. Contact the Mosaic team to confirm compatibility with your specific Zendesk configuration.
Can Mosaic AI auto-tag Zendesk tickets?
Yes. Mosaic's Workflows product configures automatic tagging based on ticket content, by issue type, product area, priority, or any criteria you define.
Can Mosaic AI write back to Zendesk?
Yes. Mosaic can write status updates, tags, and notes back to Zendesk as part of configured workflows.
Is the Mosaic AI Zendesk integration secure?
Yes. Mosaic connects via OAuth; no passwords stored. SOC 2 Type II compliant. Mosaic never trains on your data.
