Back office automation by department · Where to start

Start where the work is most typed and least judged.

The best first department to automate is the one with the most emailed, rule-checkable work and a clear person to approve it. For most manufacturers and distributors that's order entry or cash application. Here's how each department starts, and what stays with your team.

Pick your department

~74%of distributor customers order by email often

+14%issues resolved per hour with AI help

≤10%of firms scaling agents in any one function

Pick your department

Where each team usually starts.

Start with

Finance

Cash application, supplier invoices, collections reminders and reconciliations. High volume, clear rules, a controller to approve.

First step

Measure unapplied cash and match rate with the AR Cash Assessment.

See Finance

Start with

Sales and marketing

Won deals to ERP orders, lead routing and CRM cleanup, so reps spend time selling.

First step

Count the days between a won deal and its invoice.

See Sales and marketing

Start with

Operations

Emailed orders read, checked against price, stock and credit, and drafted for the order desk.

First step

A 30-day pilot on one mailbox of customer POs.

See Operations

Start with

Customer service

Cases sorted and answered from the ERP, drafted for your team to send.

First step

Sort a month of cases by type and answer source.

See Customer service

Start with

IT operations

Tickets triaged, access requests routed for approval, integrations watched.

First step

Find the tickets that repeat every week.

See IT operations

First agents, ranked

Seven first agents, by how fast they pay back.

Our view, built from volume, how structured the work is, how clear the approver is and how much can go wrong.

Agent	Department	A person approves
1. Order entry from email and PDF	Operations	Every order before it's released
2. Cash application	Finance	Every posting
3. Order status replies from the ERP	Customer service	Each reply, until accuracy is proven
4. Ticket triage and first answers	IT	Any change to a system
5. Invoice copies and statements	Customer service	Exceptions only
6. Access requests	IT	Each grant, by the right approver
7. Supplier confirmations and receiving exceptions	Operations	Re-planning decisions

Quick check

Is this process ready for an agent?

Five questions about the process you have in mind.

1
Does it happen hundreds of times a month?
2
Does it start from emails, PDFs or free text?
3
Is the data it needs already in your ERP or CRM?
4
Is there a clear person to approve the result?
5
Could you measure the result within 30 days?

Your answer

Answer the questions to see what fits.

A strong first candidate.

High volume, messy input, clear approver. Start here.

Possible, maybe as a workflow.

If the input is structured, a simple flow may do the job more cheaply.

Workflow automation

Not yet.

Name an approver and get the data into one system first.

Process assessment

From the blog

Where to start.

Which back-office department should I automate first?

The one with the most emailed, rule-checkable work and a clear person to approve it. For most manufacturers and distributors that's order entry or cash application.

Where should operations teams start with AI agents?

One mailbox of customer purchase orders, with the agent drafting orders only, for 30 days. Measure minutes per order and errors caught before going live.

What are AI use cases in operations?

Order entry from email and PDF, order acknowledgements and promise dates, supplier confirmations, receiving exceptions, stock enquiries and supplier invoice drafting.

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