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07.2Capability — Agentic assistants

Answering is the easy half.

Most assistants retrieve. They explain the problem accurately and then leave the customer exactly where they started, waiting for somebody with a keyboard. Ours hold tools into the systems the business already runs on, so the request is carried out inside the conversation — the address changed, the return opened, the slot booked, the refund issued — and the customer is told what was done and given the reference for it.

What it looks like

It does the thing, then says so

Assistant+966 5• ••• ••14Idle6 tools connected
14:29
Ordersonline
  1. مساء الخير، وين وصل طلبي ٤٤١٩؟

    14:21

  2. مساء النور. طلبك ٤٤١٩ طلع من المستودع اليوم ومتوقّع يوصلك بكرة قبل ٦ العصر.

    14:23

  3. غيّر العنوان

    14:25

  4. أبشر. اكتب لي العنوان الجديد وأنا أعدّله على الطلب.

    14:27

  5. حي الياسمين، الرياض — شارع أنس بن مالك

    14:29

  6. عدّلته. الطلب بيوصل حي الياسمين بكرة قبل ٦ العصر، والمندوب انبلّغ.

    Order

    4419 — address updated

    Delivery

    Tomorrow, before 18:00

    Reference

    CHG-4419-02

    14:21

Press Try now to drive it yourself
غيّر العنوانأبغى أرجّعهتفاصيل الشحنة
While it works

Each value appears at the moment the system resolves it

Identity
Matched to a customer record
Intent
change_delivery_address
0.96
Action taken
update_address
Written back
Order 4419 updated, carrier notified
Tools it holds
read_order · read_addresses · check_coverage · update_address · issue_return · book_slot · refund
Audit trail

Every call it makes, in the order it made them

  1. 14:21check_coverage

    الحي داخل نطاق التوصيل

  2. 14:23update_address

    العنوان انكتب على الطلب ٤٤١٩

Carried out

By the assistant

Systems written to

Order and carrier

Escalated to a person

Not needed

A simulated Arabic messaging thread, shown on a phone as the customer would see it, beside a panel reporting what the assistant does behind it. The assistant reads the live order, then calls its own tools to check delivery coverage and write a new address back to the order system, completing the request inside the conversation. After the run, the reader can drive it with the same quick replies a customer would tap. No record is real.

A simulated thread, drawn in code in this palette and played once. Press Try now and drive it with the same quick replies a customer would tap; each branch ends in the request carried out. It is not a skin of anybody's app — what is on trial here is the behaviour, and no customer record is real.

How it runs

Six steps, and the last four are work

01

Receive

A message arrives on WhatsApp, or inside your own application, on a number the business already owns.

02

Identify

The sender is matched to a customer record before anything about that record is said back.

03

Read

The live record is fetched at the moment of asking — never a nightly copy of it.

04

Decide

What was actually asked, and which of its tools that request needs.

05

Act

It calls them: checks eligibility, updates the record, opens the return, books the slot, issues the refund.

06

Confirm

The customer is told what was done and given the reference, in the same thread, with the whole call logged.

What you get

An assistant with hands, and a record of what it did

AssistantConfigured to your intents, your records and your business rules
ToolsThe actions it may take, defined against your own systems
GuardrailsWhat it may write, and the value above which it asks you first
ContentAnswers your team edits, live on the next message
DashboardVolume, completion rate, actions taken, and every tool call logged
DocumentationTechnical and administrator, handed over with training
What it connects to

Read, and written back

Systems of recordOrders, accounts, appointments and balances — read and updated
FulfilmentCarriers, schedules and delivery slots
PaymentsRefunds and payment links, back inside the thread
CRMSo an action lands against the right customer
IdentityThe directory that says who is on the other end
AuditEvery tool call recorded — what was asked, what changed, and when
Custom, not configured

Your rules, its hands.

What the assistant may do on its own is your decision and nobody else’s: what it can read, what it can write, and the value above which it stops and asks you first. We write those limits down in the first week and build exactly to them, which is what keeps the whole thing to the shortest path and the lowest cost that still stands up.

A message the business starts outside the 24-hour service window needs an approved template. We design around that limit rather than pretending it is not there.

Next

Tell us what your team does by hand.

The changes, the returns, the rebookings, the refunds — the ones somebody keys in a hundred times a week. Those are the ones worth giving to an assistant that can actually make them.