Support workflow discovery
We map your current support intake, classification, routing, escalation, and response-prep process.
Support Triage Agent Build Sprint
Launch a governed AI support triage agent in 4 weeks.
Koladr helps your team automate ticket classification, summarization, routing, escalation, and response preparation — with policy checks, approval workflows, and audit trails built in from day one.
Built for support teams that want faster triage without giving AI unchecked access to customer workflows.
The support triage bottleneck
Support teams lose hours before the real work even starts.
Every support queue has the same operational drag: tickets arrive with different levels of urgency, context, quality, and complexity. Teams need to understand the issue, classify it, assign priority, route it to the right team, and decide whether it needs escalation.
AI can speed up triage — but letting an agent update tickets, email customers, or escalate cases without controls creates operational and customer risk.
- — Tickets are manually tagged, classified, and routed
- — Urgent issues can be missed or escalated too late
- — Agents spend time summarizing context before solving the problem
- — Inconsistent triage creates uneven customer experiences
- — Draft replies can create risk if sent without review
- — Most AI support workflows lack approvals, policies, and audit trails
The opportunity is not just to triage faster. It is to triage consistently, safely, and with full visibility.
What we build
A production-ready support triage agent with Koladr governance built in.
In a fixed-scope Build Sprint, we help you design, implement, and launch a support triage agent that reviews inbound tickets, summarizes context, classifies issues, suggests next actions, routes cases, and applies governance before sensitive actions execute.
Support workflow discovery
We map your current support intake, classification, routing, escalation, and response-prep process.
Ticket taxonomy and priority mapping
We identify issue categories, urgency signals, escalation rules, VIP conditions, and routing logic.
Escalation rule design
We define which customer, billing, access, account, and severity signals should change priority or pause execution.
Agent workflow implementation
We build the support triage agent workflow around your actual support operations process.
Zendesk and/or Gmail connector setup
We connect the workflow to the relevant systems, starting with Zendesk and Gmail where applicable.
Approval workflow configuration
We configure reviewers, queues, and thresholds for customer-facing or high-risk support actions.
Audit trail and run history setup
Every classification, proposed update, policy match, approval, and execution result is captured.
Team handoff and go-live checklist
Documentation, walkthrough, testing guidance, and a go-live checklist so your team owns the workflow.
The exact scope depends on your support tools, ticket volume, escalation rules, and customer-facing workflows.
How the support triage agent works
From inbound ticket to governed next action.
- 01
A ticket enters the queue
A customer submits a support request through your help desk, email inbox, or support intake workflow.
- 02
The agent summarizes context
The agent reads the ticket, extracts the issue, identifies relevant customer context, and summarizes the key details for your team.
- 03
The agent classifies and prioritizes
The agent suggests category, urgency, priority, product area, sentiment, and routing based on your support taxonomy.
- 04
Koladr evaluates policy
Koladr checks the proposed actions against your rules for escalations, customer-facing messages, sensitive accounts, and high-risk workflows.
- 05
Risky actions require approval
Actions like external replies, high-priority escalation, VIP handling, or sensitive ticket updates can pause for human review.
- 06
Approved updates execute and are logged
Allowed or approved actions update your support system through governed connectors, with the full decision trail captured in Koladr.
Sprint scope
Everything needed to launch your first governed support triage workflow.
Ticket taxonomy and priority mapping
We identify your issue categories, urgency signals, escalation rules, VIP conditions, and routing logic.
Agent implementation
We build the support triage agent workflow around your actual support operations process.
Policy and approval setup
We configure rules for external replies, sensitive accounts, escalation actions, low-confidence classifications, and risky updates.
Koladr control room
Your team gets run monitoring, approval queues, audit trails, incidents, and action history.
Launch handoff
We provide documentation, team walkthrough, testing guidance, and a go-live checklist.
Best fit
Built for support teams with real triage volume.
Ideal customers
Teams where triage volume is real.
- Support teams with high inbound ticket volume
- Teams using Zendesk, Gmail, HubSpot, or similar support workflows
- Customer operations teams managing manual routing and escalation
- Support leaders trying to reduce first-response and handling time
- Teams that want AI support automation but need human oversight
- Teams with VIP, compliance, refund, billing, or sensitive account workflows
Not a fit
We’ll be clear if this is not the right sprint.
- Teams with very low support volume
- Teams looking for a generic chatbot widget
- Teams that want fully autonomous customer replies without controls
- Teams without a clear support taxonomy or willingness to define one
- Teams that cannot provide access to ticket context needed for implementation
Why Koladr
Most AI support tools automate replies. Koladr governs the workflow.
Support triage is not just classification. A triage decision can change priority, trigger escalation, notify teams, update customer records, or prepare a customer-facing response. Koladr combines implementation with production governance so your AI support workflow includes policies, approvals, audit trails, and incident visibility from the beginning.
Generic AI support automation
Replies automated. Workflow risk remains.
- Triage logic only
- Limited action governance
- Weak approval routing
- Hard-to-audit ticket decisions
- Customer-facing risk
- Scattered operational logs
Koladr Build Sprint
Support actions governed, every decision visible.
- Agent workflow plus governance
- Policies for sensitive ticket actions
- Approval routing built in
- Every proposed update logged
- Governed Zendesk/Gmail execution
- Operational handoff included
Example
A high-priority support ticket enters the queue.
- Step 01ticket.received
A customer submits a ticket about a failed payment and account access issue
The support triage agent picks up the new ticket from the queue.
- Step 02
The agent summarizes the issue and checks customer context
Relevant account, billing, and prior support context is condensed before any update is proposed.
- Step 03ticket.classify
The agent classifies the ticket as billing plus access risk
The ticket is categorized against your taxonomy with urgency, product area, and routing signals.
- Step 04ticket.route · high
The agent recommends high priority and escalation to billing support
The proposed next action includes priority, queue, summary, and evidence for the support lead.
- Step 05Policy: billing_escalation
Koladr detects that billing escalations for active customers require approval
Your policy pauses high-risk support actions before the ticket is updated.
- Step 06Pending review
A support lead reviews the recommendation and evidence
The approval request includes the ticket summary, account context, and proposed changes.
- Step 07Zendesk · Succeeded
Approved updates are written to Zendesk through the governed connector
The priority, route, tags, internal note, and prepared draft are updated after approval.
- Step 08
The full triage decision and approval trail is preserved in Koladr
Run, evidence, policy decision, approval, and execution result remain available for review.
Build Sprint
Fixed-scope implementation, priced around a clear outcome.
One sprint. One governed support triage workflow live in production. No hourly billing, no scope drift.
Support Triage Agent Build Sprint
Starting at
$11,500
Includes workflow mapping, first agent implementation, support connector setup, governance setup, approval configuration, and go-live handoff.
Sprint includes
- Workflow mapping
- First agent implementation
- Support connector setup
- Governance setup
- Approval configuration
- Go-live handoff
Book a Build Sprint CallRequest Support Triage Agent Sprint
Subscription
Koladr Growth subscription required for production use. We can include the first 6 or 12 months in your implementation package.
FAQ
Common questions before the sprint kicks off.
Is this the same as Guided Setup?
No. Guided Setup helps teams configure Koladr. The Support Triage Agent Build Sprint is a productized implementation where we help build and launch the support triage workflow itself with Koladr governance included.
Do you replace Zendesk or our help desk?
No. Koladr works with your existing support tools. The agent is designed to fit into your current ticketing, routing, and escalation process.
Can the agent reply to customers automatically?
It can prepare or send replies depending on your policies. Most teams start by requiring approval for customer-facing messages, then automate lower-risk actions over time.
What systems can this connect to?
The initial workflow is designed around support desk and communication systems such as Zendesk and Gmail. Exact integrations depend on your environment and implementation scope.
What actions can be governed?
Common examples include ticket classification, priority changes, routing, escalation, internal notes, draft replies, customer-facing emails, and ticket updates.
How long does implementation take?
Most fixed-scope support triage agent sprints are designed for a 4-week launch timeline, depending on support workflow complexity, tool access, and taxonomy readiness.
What happens after launch?
Your team continues using Koladr to monitor runs, review approvals, inspect audit trails, tune policies, and expand the agent to additional support workflows.
Ready to reduce support triage load
without losing control?
Tell us about your support workflow. We’ll help determine whether a Support Triage Agent Build Sprint is the right fit.
Fixed scope · 4-week launch · Governance built in