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The person who actually knows how the product works, available to everyone at once.

There are three of them in your company. They are in meetings. This one has walked every screen, cites its source on every answer, and says so when it does not know.

book a demosee what it knows
01Dashboard
02Settings › Access
03Import
04Billing
05Members
06Permissions
07Sharing
08Templates
09Billing history
10Notifications
11Plans
12Integrations
every screen, flow and control — re-walked after each release

The knowledge, kept where you can see it.

spoken session · it could see the screen
askedwhy an import failed when the file looked fine
sawthe import screen they were on, and the file they had just uploaded
answeredUS dates where the importer wants ISO — offered to correct the rows and rerun
sourced fromyour help centre, plus the importer screen it walked
loggedno page documents the date format — recorded as a content gap

worked example

beliefs

formed from what people actually ask, and retired when the evidence stops

coverage

every screen and control, re-walked after each release

corrections

your team overrides once, and the answer changes for everybody

export

transcripts, beliefs and signals are yours to take with you

A specialist is defined by what they refuse to guess at.

actsanswersrefuses
answers

How the product actually behaves

From a map built by using it, not from a page somebody wrote eighteen months ago.

answers

What is true for this workspace

“Can I do X?” depends on their plan and their settings. It answers for them, not for the product in general.

acts

Shows the source and the confidence

Every answer carries where it came from and how sure it is. You can audit any of them.

acts

Takes a correction once, for everyone

Somebody senior overrides a wrong answer and it changes for every future conversation, with the trail kept.

refuses

Anything it cannot source

It says it does not know and hands over. That refusal is the feature, not the failure.

refuses

Anything about roadmap or pricing

Those are commitments. A specialist who invents them costs more than one who says no.

The questions that currently wait for one of three people.

Every one of these has a correct answer that already exists somewhere in your company. The wait is not the answer being unknown. It is the answer being known by three people.

01the between-docs question

Two pages each answer half of it.

It answers the actual question, from a model of how the product works, and shows both sources.
02config-specific

“Can I do X?” depends on their plan.

It looks at what this workspace has enabled and answers for them, not for the product in general.
03the undocumented behaviour

Something the product does that no page mentions.

Discovery found it by using the software. The answer exists even though the page does not — and the gap gets logged.
04the internal ask

Your own sales and support asking the same three people.

They ask it instead. Same knowledge, same sources, no meeting.
05after a release

Behaviour changed on Thursday.

It re-walks the product after each release, so the answer changes when the product does.
06the correction

Somebody senior spots a wrong answer.

They correct it once. The correction applies to every future conversation, with the evidence trail kept.

The role exists in your company. It is just fully booked.

dial = how much of the demand one senior specialist can hold at once

Know the product end to end, including the edges.

Every screen, flow and control — re-walked after each release.

Answer questions from customers, sales and support.

All three at once, with source and confidence on each answer.

Keep knowledge current as the product changes.

Beliefs are scored, and retired when the evidence stops.

Escalate genuine unknowns to engineering.

Says it does not know, hands over, and records why.

Be available when people are stuck.

1.2 seconds, any hour, any number of people at once.

Product knowledge is the one thing in your company that does not scale by hiring, because the new hire does not have it for a year.

You cannot hire product knowledge. You can only wait for it.

Two years of the same headcount, counted in months. The nine spent climbing are real months, and so are the six after the notice lands.

one block, one month · height is how much of the product it answers for
a senior specialist9 of 24 months at full
learning itmonths 1–9knows itmonths 10–18goneso is the ramp
Amvio24 of 24, and still rising
knows itfrom the day it walks the product
shape, not measurement — the ramp is the one your last hire climbed
A senior specialist
  • Answers one person at a time.
  • Their knowledge walks out the week they resign.
  • Catches up on a release eventually, in their own time.
  • A wrong answer is reputational, and nobody logs it.
Amvio
  • Answers everyone at once, at any hour.
  • The knowledge is exported, and it is yours.
  • Re-walks the product automatically after every release.
  • A wrong answer is refused, logged, and corrected once for everyone.
where it stops

It answers what it knows and refuses what it does not. A wrong confident answer from a product specialist costs more than no answer at all, so it is built to prefer the refusal.

How the knowledge compounds.

12 / 12

screens walked, none skipped

every

release re-walked, so answers change when the product does

1

source attached to every answer it gives

0

answers invented when nothing supports them

day one

It has read every page you have.

And walked the product once, guided by you.

month one

It answers what is not written down.

The reasoning it had to do becomes visible as content gaps.

month three

It knows the product better than this year’s hires.

Beliefs formed and scored from real questions, each with its transcripts.

month twelve

It is the reference implementation.

Your own team checks answers against it.

What your product lead will push on.

How do you know it is right?

Every answer carries its source and a confidence score. Wrong answers are correctable once, for everyone, and the correction is recorded with its evidence.

Our help centre is out of date.

That is the normal case. Discovery reads the product, not the documentation, and the difference between them is reported as the gap list.

Does it hallucinate?

It is grounded in your own material and your product map. When neither supports an answer, it refuses and hands over rather than guessing.

What about undocumented internal behaviour?

That is exactly what Discovery is for. It finds behaviour by using the software, including the parts nobody wrote down.

Our product changes every week.

It re-walks after each release, and beliefs that stop being supported are retired rather than left to rot.

Two inputs, then it starts answering.

It needs what you have written and one walk through the product. Everything after that it works out and keeps.

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01

Point it at your written material

Help centre, docs, saved replies. Out of date is fine — the difference becomes the gap list.

02

Walk it through the product once

Talk while you click. Discovery maps every screen and control, including the undocumented behaviour.

03

Decide who corrects it

One senior override changes the answer for everyone, with the evidence trail kept.

Read next
developers

How it works

Install, walk the product once, set the limits.

the argument

How it compounds

Why the record gets more useful every month.

use case

Documentation

What the gaps it finds turn into.

use case

Sales engineer

The same knowledge, aimed at an evaluation.

Eight roles. One hire. And it is the same one on every page.

Not eight products with eight logins. One specialist with one memory, which is the only reason the renewal conversation knows about the onboarding one.

01role

Customer success

Forty accounts known properly, and the nine that need a person handed back.

02role

Onboarding specialist

An implementation call for the eighty percent who got a welcome email.

03you are here

Product specialist

The three people who know the whole product, available to six thousand at once.

04role

Customer support

Tier one resolved in the product, escalated with the transcript attached.

05role

Sales engineer

The technical answer at 2am, during the trial, not next Tuesday.

06role

User research

Everyone who was confused, at the moment they were confused.

07role

Documentation

The gap list, ranked by what each missing page actually costs.

08role

Renewals

Decided seven months before the date, with time left to fix it.

Your users are about to have someone.

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it starts working with them the day you install itone line of code · no sdk · no integrations

Your users are already having the conversation. Right now it is with nobody.

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