Support agent

Live in 9 days on average

Support Resolver

Resolves customer tickets end to end — reads the thread, checks the account, applies your policy, takes the action and replies.

68%

of tickets resolved end to end

SAMPLE RUN · REPLAYABLE

TRACED

Trigger

Zendesk ticket #48213 · “Refund for damaged mug”

0.0s

Research

Order #10-2291 in Shopify · delivered 3 days ago

1.2s

Research

Refund policy v4 in Notion · damage within 30 days

0.8s

Decision

Eligible · $38.00 · below $150 auto-approve limit

0.4s

Action

Refund issued in Stripe · re_3Pq…9xL

1.6s

Result

Reply sent · ticket solved · CSAT survey queued

0.7s

Every step, tool call and decision is recorded

OVERVIEW

What it does

Resolves customer tickets end to end — reads the thread, checks the account, applies your policy, takes the action and replies.

Teams typically go live in 9 days. They start in shadow mode, where Support Resolver proposes every action for review, then switch on autonomy for the decisions it handles reliably.

How it decides

The agent works from your written policies and live data from your tools. When a case falls outside policy, or its confidence drops below your threshold, it escalates to a person with a summary of the research so far.

Guardrails

  • Scoped tool permissions enforced by the runtime

  • Approval gates for high-value or irreversible actions

  • A full run trace for every decision

  • An eval suite built from your own historical cases

Capabilities

Reads full ticket history and customer context

Applies refund, exchange and account policies

Takes actions in Shopify, Stripe and your admin tools

Writes replies in your brand voice

Escalates with a summary when confidence is low

02

/

Use cases

Where teams put it to work.

02

/

Use cases

Where teams put it to work.

Refunds and returns

Approves eligible refunds under your threshold and issues them in Stripe.

Order changes

Updates addresses and swaps items before fulfilment.

Account questions

Answers billing and plan questions with live account data.

03

/

In the product

Configured, tested and observed in one workspace.

03

/

In the product

Configured, tested and observed in one workspace.

Support Resolver configuration in the Cairn app
Support Resolver dashboard in the Cairn app

Deploy this agent

Run it in shadow mode this week.

Connect your tools, point it at real work and read every trace before you switch on autonomy. No credit card required.

Free 14-day trial · No credit card · SOC 2 Type II

Deploy this agent

Run it in shadow mode this week.

Connect your tools, point it at real work and read every trace before you switch on autonomy. No credit card required.

Free 14-day trial · No credit card · SOC 2 Type II

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