Not deflection. It is measured on whether the customer got the thing done — and when it cannot, it says so immediately and hands your agent everything it already tried.
hours in a week your customers can get stuck
of them a single nine-to-five rota covers
of the rest anyone is rostered for
A deflection bot is scored on tickets avoided, so its incentive is to end the conversation. This one is scored on the thing being done, which is the opposite incentive.
It fixes the file, reruns the job, walks the config. Never anything irreversible or financial — those come to you.
No help-centre bubble that reads your articles back. It can see the screen the person is on and what they just did.
When it escalates, your agent opens the full transcript, the account history, and what it already tried. Nobody asks the customer to start again.
It reports which questions keep coming, which pages are missing, and which product step generates the tickets.
Corrects the data and reruns the job
The most common tier-one ticket in a data product, closed without a person.
Changes the setting it is allowed to change
Scoped by you, logged in full, reversible.
Explains the error in their words
Not the error string. What went wrong, why, and what to do now.
Reads the account before replying
Prior failures, prior fixes, prior promises. Nobody repeats themselves.
Refunds, deletions, plan changes
Financial and irreversible actions are always a person.
Pretending a bug is user error
When it is your bug, it says so and escalates with the evidence attached.
The reason handovers usually fail is that the context does not survive them. This is the packet, attached to every escalation, before your agent reads a word.
The customer is never asked to explain it again.
168 hours in a week · 27% staffed on one nine-to-five rota
Respond within SLA, around the clock.
Every hour of the week, with no roster and no follow-the-sun team.
Resolve common issues without escalation.
By acting in the product, inside your limits — not by sending an article.
Escalate with full context.
Transcript, account history, prior attempts. Nobody starts again.
Log tickets accurately for reporting.
Every conversation is structured evidence, including the ones that never became tickets.
Spot recurring issues and report them.
Ranked by what they cost, not by how often they were logged.
Deflection software is measured on tickets avoided. That is why your customers hate it, and why this is measured on the problem being gone.
what a tier-one team adds for the next thousand
what this adds, at any volume
Volume stops being a hiring problem and becomes a product problem, which is the only version of it you can actually fix.
The single feature that separates this from every bot your customers have met: it says when it does not know, immediately, and gives the conversation to a person with everything it already tried attached.
Volume starts dropping at the top.
The repeat forty stop arriving as tickets.
Escalations get shorter.
Because they arrive with the transcript and everything already attempted.
The causes are visible.
Three issues generate the majority of contacts, ranked by cost.
The remaining queue needs people.
Which is the only queue worth staffing.
shift rotas to staff for the other 73%
customers asked to repeat themselves at handover
escalation line for you to draw
line of code to switch it on
Reasonably. A deflection bot optimises for the ticket not being filed. This one is measured on resolution and says so out loud when it cannot get there.
They hate not getting there. It resolves in the product and hands over immediately when it cannot, which is the part bots skip.
Card numbers, IDs, tokens and your own patterns are redacted before anything is written, and the customer can pause it mid-sentence.
Conversations and escalations flow out to where you work. Integrations are honest about what exists today rather than promised.
Instant. Refusal and handover are a designed behaviour, not a fallback after three failed attempts.
The only real configuration is the escalation line: what it may resolve, and what must always reach a person.
<script src="https://cdn.amvio.ai/a.js" data-key="acme_live_8f2c"></script>Point it at your help centre and saved replies
Everything your team already answers with becomes grounded, sourced material.
Walk it through the product once
Discovery maps the screens and the failure states, including the ones no article covers.
Draw the escalation line
What it may fix, and what always reaches a person. This is the only decision that matters.
Paste one line of code
The next overnight queue is handled before anyone comes on shift.
Not eight products with eight logins. One specialist with one memory, which is the only reason the renewal conversation knows about the onboarding one.
Forty accounts known properly, and the nine that need a person handed back.
An implementation call for the eighty percent who got a welcome email.
The three people who know the whole product, available to six thousand at once.
Tier one resolved in the product, escalated with the transcript attached.
The technical answer at 2am, during the trial, not next Tuesday.
Everyone who was confused, at the moment they were confused.
The gap list, ranked by what each missing page actually costs.
Decided seven months before the date, with time left to fix it.
Your users are already having the conversation. Right now it is with nobody.