Blend automated ticket handling with connected CRM, product telemetry, and chat systems. AgentRuntime keeps every tool call, policy decision, automated action, and human exception on one durable run timeline.
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.
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.
Create a durable run from a helpdesk webhook or API event and retain the ticket identifier for deduplication.
Pull CRM account context and product telemetry into the same run before any automated customer action is taken.
Apply explicit policy, confidence, and risk rules to decide whether the case can continue on an automated path or needs human review.
Draft the response, update ticket fields, and retain the tool output as workflow state when automation is allowed to proceed.
Pause when connected context, policy, or customer risk requires judgment before the final customer-facing action.
Synchronize the approved outcome across helpdesk, CRM, and coordination channels while the workflow remains the source of truth.
Create a durable run from a helpdesk webhook or API event and retain the ticket identifier for deduplication.
View integration details →Pull CRM account context and product telemetry into the same run before any automated customer action is taken.
Combines HubSpot account metadata with PostHog product signals to inform policy and routing.View integration details →Apply explicit policy, confidence, and risk rules to decide whether the case can continue on an automated path or needs human review.
Draft the response, update ticket fields, and retain the tool output as workflow state when automation is allowed to proceed.
View integration details →Pause when connected context, policy, or customer risk requires judgment before the final customer-facing action.
Synchronize the approved outcome across helpdesk, CRM, and coordination channels while the workflow remains the source of truth.
View integration details →Publish the final status and retain automated actions, connected context, human decisions, and tool calls on one timeline.
The starter graph makes human responsibility and error recovery visible instead of hiding them in a long prompt or chat thread.
Usage anomalies, entitlement changes, or high-value accounts can require a named owner before automation proceeds.
The drafted helpdesk response and connected evidence arrive together instead of as a blank escalation ping.
The owner confirms helpdesk, CRM, and chat systems reflect the same approved outcome.
Continue with ticket-only context, mark the missing systems explicitly, and route to an operator before auto-resolution.
Retain the attempted automated step, package the connected context, and move the run into a human checkpoint.
Keep the failed step visible, apply retry policy, and preserve the run for intervention without losing prior context.
The blueprint links to the integrations used in this path. Confirm workspace access, scopes, and environment configuration before the workflow acts.
Helpdesk trigger, automated ticket updates, and resolution state for the support run.
→RequiredHubSpotCRM context for account tier, ownership, and customer history used during enrichment.
→RequiredPostHogProduct telemetry and risk signals that inform automation and escalation policy.
→RequiredSlackCoordination surface for exception review, escalation, and connected follow-through.
→Bring the trigger, integration boundaries, authority rules, and actions your team is willing to automate. We will map the production path and its controls.
