Support operations blueprint

    Resolve routine cases automatically and escalate with the full context.

    Turn an incoming support ticket into a durable resolution run that gathers account state, applies policy rules, resolves routine cases, and routes exceptions to the right owner with the investigation already prepared.

    Start with an operational contract, not a demo prompt.

    This page describes a reference execution path built from documented AgentRuntime and connector capabilities. It is not a customer case study or a claim about measured performance.

    Primary team
    Support operations and customer success
    Trigger
    Helpdesk webhook or API event
    Required connector
    Freshdesk, HubSpot, Slack
    Run outcome
    Routine cases resolve automatically; escalations arrive with account context, policy decisions, and a complete run timeline.

    Chat holds the conversation. AgentRuntime holds the run.

    • Agents rebuild the same investigation steps for every ticket instead of encoding policy once as a workflow.
    • Account context, product signals, and ticket history live in separate tools with no shared run state.
    • Escalations arrive in chat without the supporting evidence, policy decision, or attempted resolution attached.

    A typed, owned, recoverable execution path.

    A support platform sends the ticket payload, customer identifier, issue category, and channel metadata to start the run. The graph then carries the same run through every typed step, human checkpoint, and outcome below.

    Visual workflow graph for Resolve routine cases automatically and escalate with the full context.
    Trigger

    Receive support ticket

    Create a durable run from a helpdesk webhook or API event and retain the ticket identifier for deduplication.

    Agent

    Gather account state

    Collect account tier, recent activity, entitlement status, and related CRM context before applying policy.

    Decision

    Apply policy and risk rules

    Use explicit category, account tier, and sensitivity rules to decide whether the case can auto-resolve or must escalate.

    Tool

    Resolve routine case

    Post the approved response, update ticket status, and retain the resolution summary as workflow state when confidence is high.

    Human approval

    Review escalation package

    Pause when policy requires human judgment. The assigned owner receives the ticket context, account research, and recommended next step.

    Tool

    Escalate with full context

    Notify the assigned owner in the coordination channel with the investigation package, policy decision, and ticket link.

    1. 01
      Trigger

      Receive support ticket

      Create a durable run from a helpdesk webhook or API event and retain the ticket identifier for deduplication.

      View integration details →
    2. 02
      Agent

      Gather account state

      Collect account tier, recent activity, entitlement status, and related CRM context before applying policy.

      View integration details →
    3. 03
      Decision

      Apply policy and risk rules

      Use explicit category, account tier, and sensitivity rules to decide whether the case can auto-resolve or must escalate.

    4. 04
      Tool

      Resolve routine case

      Post the approved response, update ticket status, and retain the resolution summary as workflow state when confidence is high.

      View integration details →
    5. 05
      Human

      Review escalation package

      Pause when policy requires human judgment. The assigned owner receives the ticket context, account research, and recommended next step.

    6. 06
      Tool

      Escalate with full context

      Notify the assigned owner in the coordination channel with the investigation package, policy decision, and ticket link.

      View integration details →
    7. 07
      Outcome

      Resolution or escalation recorded

      Publish the final status and retain the trigger, account context, policy decisions, tool calls, and human actions on one timeline.

    Human authority and recovery stay explicit.

    The starter graph makes human responsibility and error recovery visible instead of hiding them in a long prompt or chat thread.

    Human checkpoints
    01

    Sensitive account handling

    High-value, regulated, or at-risk accounts can require a named owner before any customer-facing action is taken.

    02

    Policy exception review

    Cases outside the auto-resolution policy arrive with the supporting context instead of as an empty escalation ping.

    03

    Final resolution confirmation

    The owner confirms the case is closed or correctly routed before the run publishes its closing summary.

    Failure and wait path
    01

    The ticket payload is incomplete

    Move the run into a visible wait state, identify the missing customer or account context, and route it to an operator.

    02

    Account research fails

    Retain the failed step, continue with ticket-only context, and mark the run for manual enrichment before auto-resolution.

    03

    No escalation owner responds

    Keep the run waiting with an explicit owner and deadline, then follow the configured queue escalation path.

    • Ticket identifier, subject, and customer contact
    • Account tier, product, and entitlement metadata when available
    • Support policy thresholds for auto-resolution and escalation
    • Named owner or queue for sensitive or high-risk cases
    • Approved channels for escalation notifications
    • Ticket normalized into durable run state
    • Account and entitlement context attached to the case
    • Policy and risk decision with confidence rationale
    • Auto-resolution response or escalation package
    • Complete investigation and action timeline

    Turn this reference graph into your production workflow.

    Bring the trigger, integration boundaries, authority rules, and actions your team is willing to automate. We will map the production path and its controls.