Agentic Sales Assistant
01 · Why

Most shops answer questions. Nobody sizes the buyer.

A visitor who does not know what they need gets a price list and a chat window. The price list cannot ask anything; the chat window cannot work anything out. So the people most likely to buy the wrong thing are the ones left to choose for themselves.

This is an agent that sizes them. It reads the page it is standing on, does the work it can do without being told anything, and puts up a plan with the reason written out — before it asks a single question. Then it waits to be corrected.

The demo sells office coffee, and next door the same agent sells office cleaning for a firm with no basket at all. Not hosting, not software — two companies that do not exist. That is the point: an agent that only sells the trade it was written for has proved nothing.

02

What

One agent that knows how to sell and nothing about what. Everything about a particular catalogue lives in one file — an adapter. Swap the adapter and the same agent sells a different trade, with nothing changed above that line.

It works before it asks

It opens, reads the page, and runs. No greeting, no menu, no question first. The first thing a buyer sees is a plan and a reason, not a form.

It runs, you supervise

Named steps it moves through itself, with the progress shown. Pause it, step it, jump back. The run belongs to the agent; a person interrupts it.

It stops at what it assumed

It says what it guessed and will not go further until someone confirms or corrects it — never mid-run, never on the buyer's behalf. An assumption quietly confirmed is a lie about what the buyer said.

It cannot invent a price

The size comes from the catalogue owner's own sizing rules, the price from their price list. If either cannot be read it says so and hands the buyer to a person. It never guesses at money. It quotes in the shop's default currency — or, for a buyer abroad, the one the shop's own site shows them — and a buyer can switch only to currencies the shop itself lists; it never converts a price.

It remembers, and it learns

A returning buyer is not sized from nothing. When it has been wrong the same way twice it proposes a change, shows the evidence from that buyer's own history, and waits. Nothing takes effect without a yes, and one click undoes it.

It wears your look

Every colour is a token with a fallback. Define your own and it adopts them, dark theme included. Define nothing and it still looks right.

03

How

Two halves and one frozen rule between them: adapters transform; no business logic.

PartOwnsKnows the trade?

The engine

The panel, the run and its pacing, the quiet status, the findings sheets, the decision card, the approval gate, the hand-over, the receipts.

How to sellNo

The memory

One page per buyer: best summary on top, dated history below, rebuildable from it. Lessons, proposals, what is in force, and the undo.

What happenedNo

An adapter

What is for sale, the ways in, the checks behind each, the judgement, and which sizing rules and price list to read.

What to sellYes

What an adapter is forbidden to do

Four things, and the code is arranged so it cannot. It may not choose what to sell — the provider's sizing rules do. It may not work out a price — the provider's price list does. It may not draw anything — the engine does. And it may not decide whether an act is allowed — the manifest does. Break any one and the agent stops being safe to point at money.

What it is allowed to do, written down

Each agent carries a manifest: the acts it may take, and a plain-English list of what it must never do — never invent a price, never promise a date, never claim popularity it has no data for, never ask for a card or a password, never keep selling after the buyer has been handed an exit. The engine enforces the acts list rather than trusting it: an act the manifest does not name is not offered, and the run ends as uncertain and goes to a person.

How a shop puts it on its site

The way live chat does. Press Start free trial, connect your catalogue — sign in, a key, a link or a file — and paste one line on your site. We host it; you host nothing. Sign-up, the trial and paying all happen in the same control panel as our other agents; the agent itself never handles a trial or a payment. Until that panel's sign-up is live, a short invite-only sign-up stands in for it.

Before anything goes live it tests the connection and shows you what it needs: what is connected, what is missing, and what it will and will not do until that is fixed. With nothing connected it still reads the page, qualifies the buyer and hands them over warm — it just never names a product or a price. Once the catalogue passes, it sells. If the catalogue later breaks, it steps back down on its own and tells you why.

Proof, not claims

A sale counts for the agent only if your own system recorded it, the agent recommended it to that buyer shortly before, and nothing else already claimed it. Results are shown against your own history, not an industry average. Every figure it states says where it came from, and it never offers a discount — not even to close.

Rehearsed before it goes live

Before the line goes on your site, it is run against sample buyers and you see every answer. It speaks the buyer's language, Arabic and English included, and stops the moment one of your people takes a conversation over.

One brain, its own lane

Its memory and its learning run on our servers, one brain per shop, so it learns from every buyer that shop gets — and what it learns stays with that shop. The same brain runs in our other agents, each in its own lane and on its own accounts. It works on its own, under a shared readiness standard, or inside a control panel, and nothing about how it learns changes.

It speaks up at the right moment

When a buyer hesitates, is about to leave, or comes back, it opens with a plan and its reason — never a bare hello — once a visit, and one click quiets it. Between two sizes it puts them side by side. If the next plan works out cheaper, it says so, with both numbers from your own price list. You choose how firmly it sells, from informative to promotional; no setting makes it discount or invent urgency.

The shop also says where a decision goes — its basket, its own checkout, its quote form, a call booked in its calendar, or a person — in its own link format. The agent fills in what it decided and never builds a link of its own. With no way to a person, it does not switch on: a sales chat with a dead end is worse than none.

It stays with the buyer on the cart and checkout pages to answer last questions and to catch a plan that does not match what they said they need — before they pay. It never touches the payment form, and it never sees a card.

04

Pricing, market and distribution

Written as it stands, not as it would read best. Where there is no evidence yet, it says so.

How it would be priced

One thing is settled: it is never free — not even on our own storefront, and not for the resellers running shops on it. It is its own agent, sold on its own: a monthly minimum plus a fee for each sale it is credited with, capped. A sale counts only if your system recorded it within seven days of the agent's recommendation. Tests, rehearsals and hand-overs to a person are never charged. The amounts are not set yet, because none have been tested.

Who it is for

Any business with a catalogue the buyer cannot confidently choose from: tiers that differ by capacity, anything counted per unit, anything with options that change the price. The harder a catalogue is to choose from, the more the agent is worth — and the less a price list does.

There is no market sizing here yet. It would be invented, and an invented number in this section is worse than an empty one.

What it is up against

Live chat and support bots answer questions from documents. They do not size anybody, and when pushed they invent prices — which is the specific failure this agent is built to make structurally impossible. Configurators size well and cannot converse: they assume you already know you need twelve of something. Quote builders face inward, at a salesperson rather than a buyer. The gap is an agent that does the sizing work itself, in front of the buyer, and cannot lie about the price.

First buyers, and how it reaches them

Buzinessware first — its storefront is where the agent was born, and it connects the same way as any other shop. Then its resellers, who get a shopfront of their own and have the same problem one layer down, and pay for the agent like anyone else. Beyond that, any shop signs up and connects its own catalogue; nothing of theirs moves.

Traction, honestly

One adapter in use on a real demo storefront, and two invented trades on this site — the second written by somebody who was shown the rules and not the engine, and it worked first time. Memory and the learning loop are built and tested, and since phase 2 they run on our servers, one shop at a time — a shop can sign up, connect, and paste the line. Today's invite-only sign-up is a stand-in until the control panel's free trial is live. It credits itself with a sale only by a strict rule, against the shop's own history — so the first real numbers will be honest ones. No paying customer yet.

05

Build plan

Phases 1 to 3 are done, with 2b and 2c: a shop can switch it on, and it speaks up, compares, books, speaks Arabic, and proves its sales honestly. A shop can now start a free trial and pay through the control panel our agents share. It is packaged, tested in both modes, backed up and sized, and reported ready to go live — going live is the next step, and it is a decision, not a build.

PhaseWhat it unlocksState

1 · The agent

Engine, memory, learning, one adapter, and a demo on an invented catalogue.

The contract is realBuilt

2 · Connect and switch on

Sign-up, catalogue connection with a test first, the what-it-needs screen, the one line a shop pastes — and its own brain on our servers, so it learns across every buyer that shop gets, not one at a time.

A shop can actually use itBuilt

2b · What the market taught

Proof of each sale against your own history, the buyer's language, human takeover, sources on every figure, a rehearsal before going live, and a catalogue other AI assistants can read.

Sold on proof, not claimsBuilt

2c · Speaks up, compares, books

Opens at the right moment, compares two sizes side by side, books a call or goes straight to your checkout, and a setting for how firmly it sells. On your cart and checkout it stays for last questions, and speaks up once if the plan in the cart does not fit what the buyer told it — never touching the payment form.

More sales from the same visitorsBuilt

2d · Trial, paying, on and off

Try it in the demo, press Start free trial, then upgrade whenever you like, any time in the trial — sign-up, plans and billing run in the same control panel as our other agents. When a shop is paused your buyers never see a paywall; the panel simply isn't there.

A shop can buy itBuilt

2e · Ready to go live

Packaged the way every agent in the control panel is admitted, tested in both modes, backed up and sized — then reported ready, with the evidence, before anything goes live.

Safe to switch onBuilt

2f · First real catalogue

Rehearsed against Buzinessware's live catalogue with every kind of buyer, and with the catalogue pushed until it breaks, including people trying to make it break its rules — before any real buyer meets it. What it learns comes back as suggestions to approve.

Proof on a real shopBuilt

2g · Launchpad, then Dashboard

The Launchpad: give it your website (or a catalogue link, key or file), let it test itself on your data, review every answer and suggestion, and go live on your yes — then it moves into Settings. You say where you sell and in what currency; buyers pick their currency and data centre, see the regular price with the prepaid one beside it, and are asked how many users or sites a per-user plan is for. Your website is read the way a visitor in your own country sees it, and the Launchpad shows whether that held. The Dashboard: how it is doing, every day after.

You stay in chargeBuilt

2h · In step with the control panel

The same trial, Launchpad and Dashboard as our other agents, speaking the control panel's language for testing, settings and "ask it why".

One journey everywhereBuilt

2i · A trial of up to three days, working in minutes

Give it your website. If you run on Shopify or WooCommerce it reads your real catalogue itself; either way, within minutes it has your catalogue and is selling on a preview of your own site, with the results on its Dashboard — no setup from you. Upgrade any time — the link is there throughout, not only at the end — and it connects properly and goes live.

Proof before you payBuilt

2j · Learns its small judgements

A small decision model for its quick yes-or-no calls — what kind of buyer, which need, whether to hand over — used only where it beats today's rules on your own past conversations, switched on by you, and never for a price, a size, a number or a date. Today it runs on a small model trained on your data alone; the hosted model is added when its account is connected.

Gets sharper on your dataBuilt

2k · Running on its own server

The agent moves to its own address, asa.apanel.ai, on a server in the UAE shared with our other agents — its own database, behind one shared secure front door, deployed only when a release is approved, with a nightly encrypted backup and an automatic step back if a new release is not healthy.

PilotBuilt · first release next

2p · Sign in, and your team

Sign in with a code sent to your email — no password. Invite your team as owner, admin, approver or viewer: everyone can see and ask; approvers approve; admins change settings; only the owner goes live or touches billing. The same sign-in and roles as our other agents. Codes and invites come from asa@apanel.ai.

One login, clear rolesNext

2o · One screen and a gear

No menu of pages. After go-live your first screen shows what the agent is doing now, with a Pause button; one box to ask it anything; what needs you first; what happened since your last visit; your conversations and hand-overs; and how it is doing. A list opens wide with the evidence on every row. Everything else sits behind the gear, including a record of every action and why.

Shown in the demoNext

2l · Always know where you are

One bar across the top of everything: Read, Watch, Try, Set up, Use, Analyse & improve — this page, the demo, the trial, the Launchpad, live work and the Dashboard. You always see where you are, where you can go, and what opens next and why.

One journeyBuilt

3 · Hand over anywhere

The shop says where a decision goes — basket, quote or a person — and a third trade is written by somebody who did not write the engine.

Works on any shop, not just oursBuilt

4 · Recommended against bought

For every credited sale, what it recommended against what was actually bought — the same, bigger, smaller — per page and per adapter. Ready; the numbers start with the first real sales after go-live.

The only number that mattersBuilt · waits for sales

5 · Other channels

Outside AI assistants can ask your agent for a size and a reason, when you allow it — read and propose only, through the same checks as the panel. Messaging comes next: you connect WhatsApp, email, Slack or Teams once in the control panel — your passwords and keys stay there, never with the agent — and every message goes through the same checks, never in a trial. None is required; the agent sells on your site without them.

Same agent, more doorsAssistants built · messaging waits

6 · From a website alone

Reads a shop's site and drafts its catalogue for a person to confirm.

Sells to anybody with a websitePlanned

Open decisions

The amounts: the monthly minimum, the fee per credited sale, and the cap. And whether a decision model reads what the buyer typed, which is allowed only for typed yes/no and choice judgements, once it beats the current method on past data, and never for a ranking, a number or a date.