Coco Software Studio / INDEPENDENT DIGITAL STUDIO
COCO / AI / WORKFLOW DESIGN

Invoice Processing AutomationInvoice automation must reconcile—not just extract.

Invoice processing involves suppliers, duplicates, GST, purchase orders and approval authority. AI may extract unstructured fields, but posting should follow deterministic checks and finance review.

Built around your business · Tailored engineering · Clear delivery plan

COCO / AI WORKFLOW STUDY03—16

Make repeated work
safer and clearer.

The challengeInvoice automation must reconcile—not just extract.
In contextThe same invoice arrives by email and upload. Extraction …
Design focusSupplier, PO and tax mapping
Concept interface
COCO / RESPONSIBLE AUTOMATION
Prove value before scaling.
01 / THE REAL PROBLEM
Automation is a tool.
Accountability stays human.

Invoice processing involves suppliers, duplicates, GST, purchase orders and approval authority. AI may extract unstructured fields, but posting should follow deterministic checks and finance review.

TYPICAL BUSINESS SCENARIO

A moment worth redesigning

The same invoice arrives by email and upload. Extraction succeeds twice; without duplicate detection it becomes two payable entries.

Typical business scenario.

02 / HOW WE WORK

Find the goal and the risk.
Then design the workflow.

We begin with task context, data permission, failure cases and review points. These are proposed steps; whether AI belongs is determined in discovery.

Define trusted data, rules and review thresholds
COCO / DESIGN SESSION
Define trusted data, rules and review thresholds
STEP 01 / 03Illustrative
03 / SCOPE THE RIGHT THING

More than a prompt: usable delivery.

Deliverables depend on the workflow, privacy, security, model operating costs, platform access and ownership.

01 /

Supplier, PO and tax mapping

02 /

Duplicate checks, tolerances and approval

03 /

Reconciliation and safe posting handoff

AI must be evaluated for Australian privacy duties, data use, human oversight, accuracy and access controls. Validate lawful collection and appropriate notice before handling personal data. OAIC ↗

04 / EVIDENCE OF IMPROVEMENT

How will we know it helped?

Measure time, accuracy, exceptions and model running costs against the current baseline.

01

Duplicate-invoice and tax-exception detection

Track changes in duplicate-invoice and tax-exception detection against the baseline.

02

Corrections, duplicates and missed items

Track changes in corrections, duplicates and missed items against the baseline.

03

Net time saved including human review

Track changes in net time saved including human review against the baseline.

05 / RELATED CAPABILITIES

What else does
the workflow touch?

Even a simple AI task may depend on knowledge, APIs, human approvals, customer data and monitoring. Explore adjacent services to scope the full workflow.

LET'S UNDERSTAND THE WORK

Choose one useful workflow.
Then choose the technology.

Tell us about one repeated task and what mistakes cost. We will compare rules, workflow platforms and AI before recommending an approach.