FEEDBACK FOLLOW-UP · Workflow idea

Help the team see feedback that may need attention.

As feedback arrives through a form, assess its expressed tone and alert a designated Mattermost channel when a response appears negative, giving a person the context to decide what happens next.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Submitted feedback
Produces
A team notification with feedback that may warrant attention, while the original response remains the basis for a person’s judgment.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A customer or employee submits a Typeform response

“Review each new response for negative sentiment and share likely negative feedback with the team for human follow-up.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps product or people teams notice potentially negative feedback sooner and decide how to respond.

  1. Receive a submitted response

    Start with a new feedback form response and keep its original wording available for review.

  2. Assess the expressed tone

    Identify responses that appear negative without assuming a tone score explains the full meaning or the person’s intent.

  3. Bring likely concerns to the team

    Share a relevant response with the designated Mattermost channel so a teammate can decide whether follow-up is needed.

  4. Review the original feedback

    Read the complete response and surrounding context before deciding what it means or how to reply.

  5. Choose a thoughtful next step

    Let an appropriate person decide whether to investigate, respond, or route the feedback to another owner.

03 / The result

Something useful.
Something to build on.

A team notification with feedback that may warrant attention, while the original response remains the basis for a person’s judgment.

AmbactiWorkflow folio · 5 steps

Flag negative feedback for review

Reviews & approvals · Example outcome

The handoff

A team notification with feedback that may warrant attention, while the original response remains the basis for a person’s judgment.

Keep in mind

Sentiment is an imperfect signal and can miss context, sarcasm, or language nuance. A person should review the original response before contacting someone or making a product, employment, or service decision.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose the feedback form and audience

Confirm which responses are in scope and who is responsible for reviewing customer or employee feedback.

Set a review threshold

Define which responses should be surfaced, and make clear that the tone assessment is a prioritization aid rather than a final judgment.

Select a private team channel

Choose a Mattermost channel with an appropriate audience for the feedback and any personal details it contains.

Test varied responses

Check positive, negative, mixed, brief, and unclear examples; confirm that uncertain cases remain available for human review.

Put your next idea to work.

Start with your brief. Make the process your own.

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