Resolve customer complaints or problems

Part of the output can be produced by software today.

Software drafts well and sends at volume, and vertical support agents now resolve a large share of inbound questions end to end. What does not transfer is the relationship, and the judgment about when a message should not be sent at all.

Key facts about this work activity
How automatablePartly automatable
Kind of workRoutine communication and explanation
Jobs that do it21 occupations
Tool categories that applyVertical agents, Builders
O*NET activityPerforming for or Working Directly with the Public (4.A.4.a.8)

What this looks like on the job

Not our paraphrase. These are real task statements recorded against this activity, spread across the 21 occupations that perform it.

  • Read and review concerns of constituents or the general public and determine if governmental action is necessary.
  • Resolve customer complaints regarding sales and service.
  • Respond to problems related to ratepayers, water users, power users, government agencies, educational institutions, or other private or public power resource interests.
  • Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.
  • Investigate and resolve complaints regarding food quality, service, or accommodations.
  • Resolve customer complaints regarding problems, such as payout errors.
  • Resolve customer complaints regarding worker performance or services rendered.
  • Answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.
  • Resolve customer complaints.
  • Investigate complaints, disturbances, and violations and resolve problems, following management rules and regulations.
  • Provide direct service and support to individuals or clients, such as handling a referral for child advocacy issues, conducting a needs evaluation, or resolving complaints.
  • Respond to customer complaints, legal inquiries, payment negotiations, or other post-service matters.
  • Respond to customer inquiries or complaints.
  • Resolve complex, severe exposure claims, using high service oriented file handling.
  • Respond to and resolve patrons' complaints.
  • Apply customer feedback to service improvement efforts.
  • Settle seating disputes or help solve other customer concerns.
  • Refer guest problems or complaints to supervisors.

What we would actually use

One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for routine communication and explanation, and what it costs.

Our pickFrom $20/mo · one upgrade when you outgrow it
ClaudeStart hereLong-context assistant with computer use, plus Claude Code for engineering work.From $20/moFinWhen you outgrow itSupport agent across voice, chat and email. Publishes a 76% average resolution rate.Per resolution

Drafting replies costs nothing beyond the assistant you already pay for. Only move to a support agent billed per resolution once the inbound volume is large enough that the per-resolution price beats the hour it takes you.

Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.

The rest of the category

Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.

Vertical agents

Sierra
Outcome-based
Decagon
Custom
Harvey
Custom
EvenUp
Custom

Builders

n8n
Free self-host
Zapier
From $29.99/mo
Make
From $9/mo
Lindy
From $19.99/mo

Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.

How people actually do it

Step-by-step workflows that name this activity, with the prompts to paste and what to keep for yourself.

Triage and route every ticketRoute every support ticket by type and urgency the moment it arrives, so outages surface before password resets.Support · 8 stepsRefunds people can predictTurn refund roulette into a policy the agent applies and a person approves every time.Support · 9 steps

Others for routine communication and explanation

First-pass contract reviewFlag risky clauses in vendor agreements so you know which sections need a real lawyer before you sign.Documents · 8 stepsA policy people will readTurn compliance requirements into policies your team will actually follow, written in the words they already use.Documents · 9 stepsA help centre from your ticketsTurn two years of support replies into a searchable help centre, reviewed by you before anyone sees it.Support · 8 steps

Who does this work

21 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.

Work that goes with it

O*NET groups these under “Respond to customer problems or inquiries”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Respond to customer problems or complaints19
Correspond with customers to answer questions or resolve complaints15
Answer customer questions about goods or services13
Respond to customer inquiries10
Communicate with customers to resolve complaints or ensure satisfaction6

Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.