Replace tier-one support

The tickets that are the same ticket

Most of a support queue is twenty questions asked in a thousand ways. An AI agent classifies each one on arrival, answers the ones it can with your own documentation, and hands everything else to a person with the account history already assembled.

From $1,490 to build, then hosting and monitoring. No per-seat or per-resolution fees. Live in 7 to 10 days.

Replace tier-one support
$0.30a resolution in usage, against $0.99 to $2.00 charged by helpdesk vendors
Ticket classified
on arrival
First response
seconds
Answers drawn from
your own docs
Anything unmatched
to a person
Per-seat fee
none

Intercom bills $0.99 per resolution, Zendesk $1.50, Salesforce $2.00, forever. This is built once and runs on your infrastructure.

An AI customer support agent classifies every ticket on arrival, answers the repetitive ones from your own documentation, and routes the rest to a person with the account history already assembled. Usage runs near $0.30 a resolution, against the $0.99 to $2.00 that helpdesk vendors now charge for each one they close.

The numbers

Why this one is worth automating

Four figures with their sources attached. The salary line is a typical loaded cost for a US small business, which makes it an anchor rather than a measurement of yours.

$0.99what Intercom charges per AI resolution; Zendesk charges $1.50 and Salesforce $2published 2026 pricing
$3,750typical loaded monthly cost of one tier-one support agent in the USanchor, not your number
15%of SaaS still priced per seat, down from 21% in a year as outcome pricing took overSaaS pricing survey, 2026
Secondsfirst response time, against hours for a queue worked by handstructural, not measured
Side by side

A person against the system

The last row is the one that decides it. Everything above it is arithmetic; that one is judgement, and it is the reason this is a replacement of a task rather than of a person.

DimensionA person doing itThe system
Queue coverageWorking hoursEvery hour
First responseHours, at volumeSeconds
Cost per resolution$4 to $9 fully loadedAbout $0.30 in usage
Vendor per-resolution pricen/a$0.99 to $2.00 elsewhere
Scales with volumeBy hiringImmediately
Handles an angry customerYes, wellNo: escalates with context
The line

What it handles, and what it does not

Read the right column first. A page that claims the whole job is telling you it has never run one of these in production.

What it handles
  • Classifies every inbound ticket by intent, product area and urgency
  • Drafts or sends replies grounded in your own documentation, with the source cited
  • Answers the repeat questions that make up most of a tier-one queue
  • Assembles account history, order status and prior tickets before a person sees it
  • Routes to the right team by rule, and flags anything that looks like churn
  • Works inside Zendesk, Intercom, Freshdesk, Slack or HubSpot rather than beside them
What stays with a person
  • Anything with an upset customer attached: it escalates immediately
  • Refunds, credits and exceptions, unless you explicitly hand it that authority
  • Answering from anything other than your documentation: no invented policy
  • Closing a ticket a person has taken over
  • Replacing your team: it removes the repetition, not the relationship
Four steps

How it goes live without a bad week

Every rollout here starts on the work nobody is doing today, and widens only against evidence. Nothing that currently works changes on day one.

We read your queueThe last few thousand tickets, clustered by what they actually ask. This is where the twenty questions come from, and it is usually the first time anyone has seen the queue as a distribution rather than a backlog.2 daysour side
You set the lineWhich clusters it answers outright, which it drafts for review, and which it never touches. Written down and reversible in an afternoon.1 houryour call
It drafts before it sendsThe first two weeks it drafts and your team approves, which is how you find out where it is wrong at zero cost. Approval rates are visible per cluster.Weeks 1 to 2human in the loop
You release the clusters that earn itCluster by cluster, on the approval rate rather than on a date. Most teams end up auto-sending five or six clusters and drafting the rest.Ongoingper cluster
The money

What it costs to build and to run

Two numbers, both fixed before anything starts. There is no per-seat fee, no per-resolution fee and no minimum term.

To buildFrom $1,490

to build, then hosting and monitoring. No per-seat or per-resolution fees.

To runfrom $79/mo

Hosting, model usage and monitoring. Cancel any month, and the system stays yours.

Live in7 to 10 days

From the first conversation to something running, with the rollout above between them.

Before you commit

The questions that actually decide this, including the ones with an uncomfortable answer.

Price and ownership. Intercom bills $0.99 per resolution, Zendesk $1.50 and Salesforce $2, forever. This is built once, runs on your infrastructure, and the per-resolution usage cost is about thirty cents. At any real volume the difference is the whole business case.

It answers from your documentation and cites which document it used. Where the documentation does not cover a question, it says so and escalates rather than reasoning its way to something plausible. That behaviour is a configuration you own, not a promise we make.

You decide which repeated questions the system may handle and which stay with a person. The point is to remove repeat work from the queue while keeping exceptions, judgement, and customer relationships with the team.

Zendesk, Intercom, Freshdesk, HubSpot, Slack, and Notion can be assessed during scope. We confirm the required read and write actions for your account. Other tools need an API and a separately confirmed connector.

The build starts at $1,490 with a target of seven to ten days. Compare that scope with your real monthly ticket volume, handling cost, vendor charges, and expected automation rate. The page does not promise a payback date.

Count it before you replace it.

The audit prices what this task currently costs you, in your own numbers rather than in a typical loaded figure, and says whether it is the one worth removing first. It is $290 and it comes off the build.

From $1,490 · live in 7 to 10 days · no per-seat fees