Multilingual Ticket Workflow Agent
From manual translation and routing to a fully automated ticket pipeline — NL/FR to English and back, without the PM lifting a finger
When your clients speak Dutch and French but your dev team works in English, someone has to translate — and that someone is usually the project manager. At 25+ tickets per day, manual translation and routing eats over an hour of PM time daily. We built an AI agent that sits inside ClickUp, translates both ways automatically, routes tickets through estimation and approval, and delivers updates to clients in their own language.
The Challenge
Client tickets arrive in Dutch or French — dev team works in English
PM manually translates every incoming ticket before developers can start
Dev team comments translated back manually by the PM after completion
PM manually routes tickets through estimation, validation, and approval stages
25+ tickets per day — translation and routing alone consume 1+ hour of PM time daily
The Solution — A Six-Step Automated Workflow
Ticket Intake
Client submits a ticket in ClickUp in Dutch or French.
Auto-Translate Inbound
AI detects the language and translates the ticket to English instantly — dev team can read it without waiting.
Developer Estimation
Developer receives the translated ticket and provides a time and cost estimate directly.
PM Validation
Project manager reviews and validates the estimate.
Client Approval
Estimate sent to client for approval. Once approved, ticket moves to active development.
Auto-Translate Outbound
Dev team completes work and adds English comments. AI translates back to Dutch or French. PM approves. Ticket sent as done to client with PM name attached.
Real-World Result
Before
- 1+ hour/day on manual translation and routing
- Developers waiting for PM to translate before they can start
- Client updates delayed until PM has time to translate back
- Inconsistent translations across tickets
After
- PM reviews and approves only — zero manual translation
- Developers get translated tickets immediately
- Clients receive updates in their language without delay
- Consistent multilingual communication on every ticket
"The PM went from translator and router to reviewer and approver."
Measurable Impact
This Agent Adapts to Your Workflow
The multilingual ticket workflow is a pattern, not a fixed product. We customize it to your tools, your languages, and your process.
Any Ticketing System
ClickUp, Jira, Freshdesk, Zendesk, Linear, Asana — we plug into whatever your team already uses.
Any Language Pair
NL/FR/EN is just the starting point. Add German, Spanish, Arabic, or any language your clients speak.
Custom Approval Flows
Two-step, three-step, or client-only approval — we match the workflow to your org structure.
CRM Integration
Auto-link tickets to client records in HubSpot, Salesforce, or Odoo for full context on every request.
SLA Monitoring
Add automatic escalation when tickets approach their deadline — before anyone notices.
Custom AI Rules
Priority routing, auto-assignment to the right developer, or smart categorization — tailored to your business logic.
Every deployment starts with your workflow. We adapt the agent — you don't adapt your process.
Integrations
ClickUp
AI Translation (NL/FR ↔ EN)
Built For
Any company with a multilingual client base using a ticketing or support desk system — from software agencies and IT departments to customer service teams and managed service providers.
