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Technology

AI takes the repeat work. You keep the calls.

We put AI into the repetitive, well-recorded parts of your operation, and get you ready for customers who send an agent. Each use is measured against the figures your own team records before the work begins.

A shift lead in a headset directing a crowded dispatch control room during an evening spike, the city at dusk through the window
What assistance changes

Every task measured before and after

A sample business, eight weeks before and after its first automated task.

Sample · A delivery business, eight weeks
Settlements

Courier statements match themselves

We list the tasks that consume your team's hours, measure how often each one goes wrong and what it costs, and choose the tool for each. Statements are matched to delivered orders and the differences are listed for your review before anyone is paid.

3hours

A week to match courier statements

Down from fourteen. Par is three.

Hours a week spent matching statements

  1. Assistance live
  1. 14
  2. 15
  3. 13
  4. 4
  5. 3
  6. 3

BeforeAfter

You against par

  • Statement lines matched to a delivery68%PAR 98%
  • Exceptions flagged before a customer calls41%PAR 90%
  • Order messages read and entered22%PAR 85%

Of every hundred courier statement lines

Matched to a delivered order 68Par 98

  • 14 to 3Hours a week on statements
  • 68% to 98%Lines matched to a delivery
  • 1Named owner for every automated task
  • MonthlyReview of errors and their cost
Approach

Start with the work, then choose the tool

We list the tasks that consume your team's hours, measure how often each one goes wrong and what it costs, and choose the tool for each. Each use below is measured against the figures your own team records before the work begins.

Uses

What AI assistance does

Intake

Order intake and classification

Orders that arrive as messages, calls or emails are read, classified and entered.

Dispatch

Dispatch exception management

Late, failed and disputed deliveries are flagged with the likely cause and a suggested action for your dispatcher.

Service

Customer service workflows

Common questions about order status are drafted from live order data.

Settlements

Settlement reconciliation

Courier and 3PL statements are matched to delivered orders, and differences are listed for your review before anyone is paid.

Retention

Retention and CRM

Follow-up messages to your customers are triggered from order history on your own channel.

Agents

Agent-compatible interfaces

Ordering and booking are exposed so a customer's agent can transact with you.

Who does what

What assistance handles and what your team handles

Order intake

Assistance reads and enters clear orders

Your team handles unclear, high-value and new-customer orders.

Dispatch exceptions

Assistance flags and suggests

Your team makes the decision to reassign, refund or escalate.

Settlements

Assistance matches statements to deliveries

Your team approves any payment or dispute.

Customer service

Assistance drafts replies from order data

Your team handles refunds, complaints and anything unusual.

Agent-ready

Why agent-ready matters to you

When an AI agent chooses for the customer, the business that is easiest for the agent to transact with gets the order. Our perspective on agentic commerce sets out how each position on the Control Matrix moves, and what happens when AI orders dinner shows it in food delivery.

Controls

Controls we put in place

  • A named owner for every automated task.
  • A log of what was read, decided and sent.
  • A monthly review of errors and the cost of each type.
Questions

What owners ask

What does the AI work cover?
Order intake, dispatch exceptions, customer service workflows and settlement reconciliation, plus retention messages from order history and agent-compatible interfaces.
Where do we start?
With one task that is frequent, recorded and costly when it goes wrong. Reconciliation of courier statements is a common first choice. Get my score and we pick the task together.

Related

Related

Bring last month. Leave with a score.

Sit down with Qasim Abbas. One table, your numbers, and a clear read on where you stand against par.