04 · Deliver

Delivery & Operations

Jobs tracked, customers informed, reports drafted — a person signs off every one.

Stage: Pilot with review

Your problem

You chase crews by phone for status, and customers chase you. Everyone is a human status API.

Completion reports get written days later from memory — late, thin, and sometimes wrong.

Why it matters

The most-cited automation story in customer service — Klarna — is a two-sided lesson: big early automation claims, then a public re-expansion of human service after quality concerns. For delivery work, the human sign-off is not overhead; it is the product.

Where this does not apply: If your jobs are one visit with no reporting obligations, the admin may already be minimal — check Money or Convert instead.

Before, then with AI

Site photos become a completion report

A field-services business where the owner chases progress by phone and customers chase the owner.

Illustrative example — not a live customer result

Before

  1. The owner rings the crew for status, twice

    Owner

  2. The customer rings the owner for status, twice

    Owner

  3. The completion report is written days later from memory

    Staff

    Output: Late, thin report

With AI

  1. Crew capture permissioned photos and a short voice note on site

    Staff

    Output: Raw field record

  2. AI drafts the completion report and a customer update from the template

    AI prepares

    Output: Draft report + update message

  3. The supervisor checks site facts, quality and safety before sending

    Human reviews

Where this fails: AI must never sign off quality or safety. The supervisor’s check is the product; the draft just arrives sooner.

Flagship use case

Draft completion reports and customer updates from field notes

For field and project businesses: crews capture permissioned photos and a voice note; AI drafts the completion report and customer update; the supervisor checks facts, quality and safety before anything is sent.

Open the full use case →

Other parts of this area

  • Schedule & dispatch
  • Keep customers in the loop
  • Quality checks & job reports
  • Procurement & suppliers

How to start

  1. Agree the 2-minute field capture habit

    Supervisor · Capture checklist

  2. Load report template and quality checklist

    Owner · Template pack

  3. Trial on 5 completed jobs against real reports

    Supervisor · Comparison notes

  4. A person reviews facts, quality and safety before sending

    Supervisor · Review record

  5. Recurring misses update the template and the habit

    Owner · Updated pack

Tools to look at first

Can your current tools do this? These are category candidates, not a recommendation to buy.

Microsoft 365 + Copilot

Documents & knowledge

Good for: Company knowledge in SharePoint/OneDrive with permissions · Drafting in Word/Outlook where your files already live

Not for: Businesses not already in the Microsoft ecosystem · Accounting-specific workflows

Works with: Best if your business already runs on Outlook, Word and Teams.

Official pricing · Data handling

Alternatives: Google Workspace, Notion · Disclosure: No commercial relationship. Category candidate, not a verified fit for every business. · Reviewed 2026-10-19

Google Workspace + Gemini

Documents & knowledge

Good for: Shared Drive as a lightweight Company Brain · Drafting in Gmail/Docs where your team already works

Not for: Deep Microsoft-ecosystem shops · Line-of-business accounting tasks

Works with: Best if your business already runs on Gmail, Docs and Drive.

Official pricing · Data handling

Alternatives: Microsoft 365, Notion · Disclosure: No commercial relationship. Category candidate, not a verified fit for every business. · Reviewed 2026-10-19

Evidence

External research

Klarna’s two-sided automation lesson

Klarna first announced its AI assistant handled a large share of service chats; later reporting covered the company re-expanding human service after quality concerns. Automation volume and service quality must be read together.

What this does not show: A large fintech, both sides partly company-narrated. The takeaway is the need for human escalation paths, not a chat-volume target.

Source: Bloomberg — Klarna turns from AI to real-person customer service · Independent press coverage; shows the limits of the earlier vendor claim. · Reviewed 2026-10-19

Vendor story

A small manufacturer on AI-assisted quoting (self-reported)

A bank-published Australian SME report features a small manufacturer describing how AI-assisted quoting and admin changed its workload — one of the few published small-business accounts.

What this does not show: Self-reported in a bank publication; figures are not independently audited.

Source: NAB — SME AI adoption report (includes Bella Manufacturing case) · Bank-published report; business outcomes are self-reported, not audited. · Reviewed 2026-10-19

Do one thing

Do one thing: set up field capture

0/5 done · saved on this device

The prompt includes placeholders — never paste customer personal data or company secrets into a tool that has not passed your data check.

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AI for Small Business Operations · Boteam