Voice of customer analystas part of your team.

Group themes. Identify recurring friction. Link examples to findings.

Explore this agent for my team ↗

How the task moves forward.

Every inquiry needs current information, a useful response and a next step. We design the agent around your service policies and channels.

  1. 01

    Group themes

    Classifies feedback using consistent themes and retains representative examples.

  2. 02

    Identify recurring friction

    Distinguishes isolated issues from patterns across multiple sources.

  3. 03

    Link examples to findings

    Links conclusions to specific comments and explains available coverage.

A situation that may feel familiar.

A hotel identifies recurring arrival problems from guest comments.

Illustrative scenario, not a customer case study or measured results.

01Receives the brief02Check the metrics03Check the calculation04Write the conclusions05Deliver to the team
SlackExample
# marketing · Your team
Emma · Agent

Read the brief and retain the team’s conditions.

Your team

Review September’s campaign. We want to know which ads are worth keeping.

10:42
1 / 5

Fits the business you already have.

Context and tools

We start with your current documents, systems and channels. We assess feasible connections and define the permissions required for this specific task.

Improves with your feedback

Approved corrections are incorporated into instructions, examples or knowledge sources. We review changes before expanding the agent’s scope.

A clear way to evaluate

We agree on a representative sample and measure review time, errors, exceptions and output quality against the current workflow. Feasibility is decided using that evidence.

Before getting started.

What information does this agent need?

Approved surveys, reviews and support tickets. We review quality, currency and access before connecting the workflow. You do not need to replace all your tools to begin.

What will my team receive?

Feedback report with evidence and sample limitations. We agree on the format and delivery channel during setup, together with cases that need review.

Which decisions remain with people?

Sensitive cases, refunds and account changes are routed under your service rules.

Can it coordinate with other agents?

Yes. We define what this agent hands to the next one and who handles exceptions. It can interact through Slack, WhatsApp, email or Microsoft Teams, depending on the integration and permissions we configure.

A team that works together.

How would this fit your business?

Tell us how you do it today. We will define the scope, tools and controls with you.

Let's talk about your business ↗

Let’s talk about your workflow