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Launch Plan
Support Ticket Triage and Routing
[YourCompany.com] · Customer Support Department · Prepared by FullSpec · [Today's Date]
This Launch Plan covers everything you need to know about how your Support Ticket Triage and Routing automation will be built, tested, and handed over to your team. It sets out what FullSpec builds and manages end to end, what your team needs to contribute at each stage, and what the live system will look like once it is running. No technical knowledge is required from your side. Your job is to confirm a few decisions and provide access to the tools you already use.
01What you're launching
Right now, every inbound support ticket requires a team member to open it, read it, decide on a category and priority, look up the customer in HubSpot, choose the right agent, update Zendesk manually, write a context note, send a Slack message, and reply to the customer. That loop takes an average of 44 minutes of human time across a batch and adds up to 6 hours of triage work every week. The automation being built replaces that manual chain with two intelligent agents: one that classifies each ticket the moment it arrives, and one that routes it, notifies the assigned agent, and sends the customer acknowledgement, all before anyone on your team has touched a keyboard. The only step that stays human is a short review queue for the rare tickets the system is not confident enough to route automatically.
Process
Support Ticket Triage and Routing
Trigger
A new ticket is created in Zendesk from any inbound channel (email, chat, or web form)
Final output
Ticket assigned to the correct agent in Zendesk with category and priority set, an internal context note added, a Slack notification sent to the agent, and a customer acknowledgement email delivered via Gmail
Agents being built
2 agents: Ticket Classification Agent and Routing and Notification Agent
Tools involved
Zendesk, HubSpot, Slack, Gmail, Notion, workflow automation platform
Volume
Approximately 180 tickets/month (triggered on every new inbound ticket)
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02How the build works
FullSpec runs the entire build in four sequential stages: Connect, Build, Test, and Launch. Each stage has a defined set of actions split between what the FullSpec team completes and what your team needs to do or confirm. The stages run in order and the total delivery window is four business weeks from the close of Connect. Your involvement is concentrated at the start and end. The middle two stages are handled almost entirely by FullSpec.
Complexity level: Moderate. Estimated delivery window: 3 to 4 business weeks. The delivery clock starts at the close of Connect, not payment. Nothing can be built until routing rules are documented and tool access is confirmed, so moving through Connect quickly is the single biggest thing your team can do to accelerate the timeline.
1Connect
Business days 1 to 3
FullSpec
Runs a scoping call to confirm ticket categories, priority definitions, and agent routing logic. Reviews any existing documentation in Notion. Sets up the automation platform workspace and begins mapping the classification schema.
You
Attend the scoping call and confirm the routing rules (which ticket types go to which agents). Provide or export 100 to 200 labelled historical tickets from Zendesk for classification training. Grant API access to Zendesk, HubSpot, Slack, and Gmail.
2Build
Business days 4 to 14
FullSpec
Builds and trains the Ticket Classification Agent against the labelled ticket dataset. Connects Zendesk and HubSpot integrations and validates field writes. Then builds the Routing and Notification Agent: implements routing rules in the automation platform, sets up the Slack notification flow, and configures the Gmail acknowledgement template. Documents all routing logic in Notion.
You
Remain available to answer questions about edge-case ticket types or unusual routing scenarios. No active build work is required from your team during this stage.
3Test
Business days 15 to 19
FullSpec
Runs the automation in parallel with manual triage for one week. Compares automated assignments against manual decisions to catch misclassification patterns. Tests all edge cases including low-confidence tickets, multi-issue tickets, and unrecognised customer records. Fixes any issues before go-live.
You
Continue normal manual triage during the parallel run. Review a short daily summary from FullSpec flagging any cases where automated and manual decisions differed. Confirm the system is performing correctly before approving go-live.
FullSpec
Switches the automation to live mode. Confirms all triggers are firing correctly against real incoming tickets. Delivers the full documentation suite including the Runbook, Integration and API Spec, and Test and QA Plan. Monitors the system for the first 48 hours post-launch.
You
Confirm go-live with your team lead. Notify your support agents that triage is now automated and share the Runbook so they know how to handle the low-confidence review queue and update routing rules if needed.
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03What FullSpec needs from you
FullSpec needs only access to your existing tools. No technical knowledge is needed from your side. The table below lists every credential or permission required and when it is needed. In almost every case, access is needed before Connect closes so that the build can start on time.
Zendesk
Admin API token (Settings > API > Zendesk API) with read and write access to tickets, fields, and assignees
Before Connect closes
HubSpot
Private App token with read access to Contacts (plan tier, account status, and ticket history fields)
Before Connect closes
Slack
A bot token (OAuth) with permissions to send direct messages to agent channels; FullSpec will guide you through the Slack app creation
Before Connect closes
Gmail
A connected Gmail account (or Google Workspace alias) authorised to send outbound acknowledgement emails on behalf of your support address
Before Connect closes
Notion
Editor access to the workspace or page where routing rules and runbook documentation will be stored
Before Connect closes
Zendesk ticket export
A CSV or JSON export of 100 to 200 past tickets with correct category and priority labels for classification training
Before Connect closes
One decision you must confirm before Connect closes: Are your ticket routing rules written down, or do they currently live in someone's head? The Routing and Notification Agent cannot be configured until there is a documented list of which ticket categories go to which agents or queues. If that does not exist yet, please bring it to the scoping call and FullSpec will help you capture it. This is the single dependency that most commonly delays a build of this type.
04Your role once live
Role
Ongoing responsibilities
What you no longer touch
You (business owner / team lead)
Review the low-confidence ticket queue (expected to be a small minority of volume). Update routing rules in Notion when team structure or ticket categories change. Monitor weekly triage performance metrics in Zendesk. Escalate any unexpected behaviour to support@gofullspec.com.
Manual ticket reading for triage purposes. Manually assigning category tags or priority levels. Looking up customer records in HubSpot before assignment. Writing internal context notes. Sending manual Slack notifications to agents. Sending manual customer acknowledgement emails.
FullSpec
Monitors automation health and error rates on an ongoing basis. Responds to reported issues via support@gofullspec.com. Applies fixes for integration breaks caused by tool updates (such as Zendesk API version changes). Advises on routing rule updates or scope expansions when requested.
Not applicable. FullSpec handles all technical upkeep of the automation.
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05What success looks like
Timeframe
What to expect
Sign of success
Week 1
The automation is live and processing every new inbound ticket. Your team will notice that tickets arrive in their queue already categorised, prioritised, and with a context note written. A small number of low-confidence tickets will appear in the manual review queue for the team lead. Expect some tuning as real-world ticket language is compared against the trained model.
Tickets are being assigned automatically within 90 seconds of creation. Agents open tickets with context already populated. The manual review queue is small and manageable (typically 5 to 10% of volume in the first week).
Month 1
Classification accuracy is stabilising as the model has now seen a full month of live ticket patterns. Mis-routing should be down significantly from the pre-automation baseline of 12 to 18 tickets per month. Your team lead is spending far less time on triage decisions and more time on escalations and quality. The customer acknowledgement email is going out automatically on every ticket.
Triage hours saved are tracking toward 6 hours per week. Mis-routed tickets are below 2 per month. Customer acknowledgements are confirmed as delivered on 100% of tickets. Team lead has updated routing rules at least once without needing FullSpec involvement.
Month 3
The automation is running steadily with no significant intervention required. Classification accuracy is expected to be at or above 94% against the live ticket mix. Cumulative time savings have reached approximately 75 hours and staff cost savings of around $2,100 since go-live. The support team is operating with full triage visibility by category and priority for the first time.
94% or higher classification accuracy confirmed in Zendesk reporting. Triage backlog is eliminated. The team lead is no longer involved in routine assignment decisions. The process is ready to absorb a higher ticket volume without adding headcount.
Next step: The FullSpec team will reach out to schedule your Connect session. Before that call, it will save significant time if you can pull together your current ticket categories, any notes on which agents handle which ticket types, and a sample export of past tickets from Zendesk. If you have questions before the call, contact the team at support@gofullspec.com.
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