Customer Service Ticketing System — Tickets That Live Inside the Conversation
Tickets created inside conversations — linked, assigned, SLA-tracked, and resolved without losing context.
Service Desk — Tickets
12 open · 4 in progress · 156 resolved today
In short
Tactful AI's ticketing system creates tickets inside the customer conversation, so the full history stays attached. Agents create, assign, track and resolve tickets from WhatsApp, Instagram, Facebook, webchat and email without switching tools. Teams add SLA tracking and custom ticket fields to match their own process.
Your team resolves the conversation. Then opens another tool to log the ticket. That's where context gets lost.
Separate tools mean copy-pasting, manual linking, tab-switching. The service desk keeps everything in one place, inside the unified inbox.
Ticketing that doesn't break the conversation flow
A customer support ticketing system should keep the ticket and the conversation in the same story.
Conversation-linked tickets
Ticket linked to conversation. One click to full chat thread.
Category & type classification
Complaints, queries, returns — classified automatically or manually. Custom categories matching your workflow.
Assignment & routing
Assign to agents or teams. Complaints to seniors, technical to specialists.
SLA tracking & escalation
Due dates, priority levels, response windows. Real-time SLA tracking with automatic escalation before deadlines breach.
Team collaboration
Internal comments — visible to agents, invisible to customer. Collaborate, attach files, build a resolution thread.
Powerful filtering
Filter by status, category, channel, assignee, priority, date. Find any ticket. Export for compliance.
Your process. Your stages. Your rules.
Custom statuses, transition rules, mandatory fields, and automated actions per stage.
- Custom statuses — Awaiting Supplier, Pending Approval, Escalated, On Hold
- Transition rules: which statuses can move where, and who can trigger them
- Mandatory fields per stage — no closing without a resolution note
- Automation on status change — notify teams, send webhooks, update CRM
- Different lifecycles per ticket type — complaints follow one path, returns another
Auto-created from conversation
Agent investigating · mandatory: category, priority
Blocked on external party · SLA paused
Agent drafts resolution · requires approval if > $200
Customer accepted resolution · automation: send CSAT survey
Resolved · mandatory: resolution note · webhook → CRM
Capture exactly the data your process needs.
Custom fields per ticket type — with validation, conditional visibility, and auto-fill.
- Text, number, dropdown, date, file upload, multi-select field types
- Required vs optional — enforce data quality at capture
- Conditional fields: show "Refund Amount" only on returns
- Auto-fill from conversation: customer tier, channel, agent, detected intent
- Scoped by ticket type — different fields per workflow
- Custom fields feed analytics and reporting
AI doesn't just answer questions. It works the ticket.
AI classifies, routes, updates fields, and resolves routine cases end to end, within your rules. Anything else goes to your team.
Auto-creation from conversations
AI detects when a conversation needs a ticket. Created automatically with fields pre-filled.
AI classification & triage
AI classifies type, assigns priority by sentiment and tier, routes to the right team.
Automated status progression
AI advances tickets through your lifecycle stages. Agents handle exceptions only.
Field population via SDK
Pull order data, calculate eligibility, populate fields automatically. No manual entry.
End-to-end resolution
For AI-eligible tickets: checks policy, executes, updates, notifies customer, closes. End-to-end.
Intelligent escalation
Monitors age, sentiment, SLA, and complexity. Escalates with context when needed.
AI resolves a return ticket in 52 seconds
From customer message to closed ticket — zero agent touches.
"I received a damaged item — order #78932. I'd like a refund."
"I received a damaged item — order #78932. I'd like a refund."
Type: Return · Category: Damaged · Priority: High · Order linked
Type: Return · Category: Damaged · Priority: High · Order linked
Order found · Within return window · Refund eligible · Item: $89
Order found · Within return window · Refund eligible · Item: $89
Damaged item under $100 → auto-approve · No return shipment
Damaged item under $100 → auto-approve · No return shipment
$89 processed via payment gateway · Status → Resolution Proposed
$89 processed via payment gateway · Status → Resolution Proposed
Confirmation sent with refund timeline · Ticket → Closed
Confirmation sent with refund timeline · Ticket → Closed
Every custom field is a dimension. Every ticket is a data point.
Ticket data feeds analytics. Group by any field, build actionable dashboards.
See full analyticsComplex issues need multiple people. The ticket keeps everyone aligned.
Comments, @mentions, handoffs, and approvals — one thread, invisible to the customer.
- Internal comments — visible to agents, invisible to customer
- @mention colleagues to pull them in with context
- Cross-team handoffs with full history preserved
- Supervisor sign-off before specific actions or transitions
- Watchers: stakeholders follow progress without being assigned
- Activity log: every comment, status change, assignment timestamped
- Link related tickets for the bigger picture
Customer reporting damaged box on delivery. Order #78932. Photos attached. Checking with logistics.
Confirmed with courier — package was damaged at sorting hub. Replacement can ship today. @Zara Okonkwo please confirm with customer.
Refund approved for $89.99. Processing now. Customer will see it in 2–3 business days.
Customer notified via WhatsApp. Replacement shipping today, refund in 2–3 days. Moving to Closed.
See ticketing with full conversation context
Tickets resolve 61% faster when agents have the full picture. See it in action.
Everything about this issue. One screen.
Tactful AI also works as an email ticketing system, so email threads become tickets with every message attached. Type, subject, assignee, due date, priority, description, attachments, team comments, and a direct link to the conversation sit on one screen.
- Type and category — Complaint, General Query, Case Follow Up, or custom types
- Subject, description, and file attachments
- Assignee, due date, priority, status — all editable
- "Go To Conversation" — one click to the full chat thread
- "View Profile" — customer history and contact details
- Team Comments — internal notes added as agents work the case
- Metadata — timestamp, reporter, channel, ticket owner
See it in action
The Service Desk — tickets linked to conversations.
Service Desk — Tickets
12 open · 4 in progress · 156 resolved today
Every ticket tells the full story
Tactful AI links every ticket to its conversation on WhatsApp, Instagram, Facebook, webchat or email.
Order complaints that need follow-up
Customer reports damage on WhatsApp. Ticket created, linked to conversation. Tracks replacement, refund, and follow-up in one place. Next message — agent sees full history.
Cross-department issue resolution
Complaint routes between logistics, quality, CS. Customer gets one resolution.
Guest request tracking across the stay
Room upgrade via chat. Ticket routes to front desk, tracks through post-stay.
Compliance-tracked case management
Dispute creates ticket with mandatory fields, every action logged, approval gates — exportable.
Know what your team is spending time on. And why.
Volume by category, resolution speed, SLA risk, recurring topics — all in one analytics engine.
- Volume by category — which issue types dominate workload
- Resolution time by type, agent, priority — spot patterns, not averages
- SLA compliance — breach rate, near-misses, trending
- Recurring topics — ticket data combined with AI topic clustering
- Export-ready reports for leadership, compliance, operations
Ticketing questions
What is a customer service ticketing system and when do I need one?
A customer service ticketing system turns a customer issue into a tracked record with an owner, a status and a deadline. You need one when issues take more than one reply to solve, involve several people or must meet a service target. In Tactful AI, each ticket stays inside the conversation it came from.
Can email become a ticket automatically?
Yes. Email threading and ticket conversion work today. Each email thread arrives in the same inbox as your other channels and becomes a ticket with the full thread attached. Replies stay threaded, so agents see the whole exchange in one place. Routing rules send the ticket to the right team, and SLA tracking starts.
Does ticketing work across WhatsApp, Instagram and email with one history?
Yes. Tickets are created inside conversations on WhatsApp, Instagram, Facebook, webchat and email, and each ticket links back to the conversation it came from. The customer's timeline shows every conversation and ticket across channels, so agents see one history even when the customer moves from one channel to another.
Which plan includes SLA tracking?
SLA tracking is available for teams that work to service targets, together with custom ticket fields. Your plan is chosen with our team during the sale, based on your monthly conversations, brands and the features you need. See SLA and plan details for the current plans.
Tickets without conversation context waste your team's time. Fix that today.
Teams using Tactful ticketing resolve issues 61% faster with full conversation context, auto-routing, and AI-powered triage.
30-minute personalised walkthrough. No slides, no pressure.