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Brisbane, Australia
February 2026
8 min readWorkflow Demo

ProvenanceChain: Supplier Critical Path, Provenance & Authenticity

How GetPost Labs would build the retail buyer's workflow: supplier dates tracked and delays flagged by AI agents, certificates and origin declarations checked by rules, and every sample, change and allocation approved by your buyer. Each product's provenance record, and the QR code that proves it, is built on the same trail.

Conceptual Prototype — Illustrating our approach

Executive Summary

The Problem: Once a purchase order is placed, the buyer's team runs the critical path: supplier dates, sample approvals, cancellations and delivery changes, then allocating stock to stores. At the same time someone has to keep each supplier's certificates, test reports and origin declarations current. The information sits in supplier emails, the ERP and a spreadsheet, so it is chased and cross-checked by hand.

The Solution: ProvenanceChain gives the date tracking, chasing and allocation suggestions to AI agents, keeps the certificate and declaration checks as fixed rules in software, and leaves every sample, date change and allocation with the buyer. The product's provenance — who made it, where, and with what evidence — sits on the same record and can be shown to a customer by QR code.

The Outcome: The buyer reviews the orders that are slipping instead of chasing every supplier, product ships with its paperwork already checked, and each product keeps its own provenance trail.

1

The Challenge

Understanding the problem space

"Monitor cancellations and changes to delivery date throughout the production process"

— A duty listed in a current Australian assistant buyer job ad (SEEK, September 2026)

Suppliers and dates are the core of the role. Across 13 current retail buyer and supplier compliance ads, the same duties come up again and again: manage the critical path, approve samples, monitor cancellations and delivery changes, allocate stock to stores by sell-through, and keep supplier documentation complete, current and audit-ready.

Most of that work is cross-checking information that already exists somewhere else — the purchase order, the supplier's latest dates, the sample comments, the certificates and declarations on file. When it lives across the ERP, email and a spreadsheet, every range is tracked by hand, and one missed delay or expired certificate turns into an empty shelf or a product that cannot prove where it came from.

12 of 13
ads mention suppliers
4 of 13
ads mention delivery dates, delays or cancellations
4 of 13
ads mention supplier certifications, declarations or audits

Source: 13 retail buyer and supplier compliance job ads in Australia on SEEK, September 2026. Employers not named.

2

The Solution

What GetPost Labs would build

Core Capabilities

Critical Path Tracking (AI agent)
Reads supplier emails and order confirmations, updates each milestone and flags the orders at risk of missing their date
Delay Summaries (AI agent)
Drafts a plain-language note on each delay: what slipped, what it affects, and the options for the buyer
Certificate & Declaration Rules
Test reports, certifications and origin declarations checked as current and matched to the product by fixed rules, not AI
Approvals Stay With the Buyer
Samples, date changes, cancellations and allocations are the buyer's call; the agent prepares, never commits
Allocation Suggestions (AI agent)
Suggests how to split stock across stores from sell-through, for the buyer to adjust and approve
Provenance & Authenticity Record
Supplier, factory, evidence and approvals locked to each product, with a QR code customers can scan in store
3

Where the Time Comes Back

Deciding, not chasing

The buyer's team stops chasing every supplier by hand and starts acting on what the agent has flagged:

Supplier Dates

Before

Email each supplier for an update, copy the new dates into the critical path spreadsheet, work out which launches are at risk.

After

The agent has read the replies, updated the milestones and flagged the orders that affect a launch. The buyer deals with those.

Certificates & Declarations

Before

Search email and shared folders for the latest test report, check it matches the product, chase the supplier when it has expired.

After

A rule checks every certificate and declaration against the product before it can ship, and requests the missing one automatically.

Provenance at the Shelf

Before

A customer asks where a product was made. The answer is in a supplier file no one in store can see.

After

The approved record is locked to the product. A QR code on the tag shows the supplier, origin and evidence behind it.

4

BPMN Workflow

The business process modelled

Purchase Order: Placed to In Store

SupplierAI AgentRules in SoftwareBuyerPO placedConfirm DatesTrack & FlagCertificate CheckApprove ChangesSuggest AllocationBuyer ApprovesLock ProvenanceIn store
Supplier
AI Agent
Rules in Software
Buyer
AI agent task
Rule in software
Person
5

User Journey

A Purchase Order, Placed to In Store

Scenario: A homewares retailer orders a new range of linen from an overseas supplier for a spring launch.

1
SupplierConfirm Dates

Confirms the order with its production and ship dates, and uploads the fibre test report and origin declaration

2
AI AgentTrack & Flag

Reads a later supplier email that moves the ship date, updates the critical path and flags that the new date misses the launch

3
Rules in SoftwareCertificate Check

Confirms the test report is current and matches the product codes on the order. The origin declaration is missing a signature, so a request goes back to the supplier

4
BuyerApprove Changes

Approves the final sample and splits the order so part of it ships early for the launch

5
AI AgentSuggest Allocation

Suggests which stores get the early stock, based on sell-through of the last linen range

6
BuyerApprove Allocation

Moves stock from one store to another and approves the allocation

7
Rules in SoftwareLock Provenance

Supplier, origin, test report and approvals locked to the product, with the QR code for the swing tag

Outcome: The range lands in store with every date change, check and approval on one record, and a provenance trail a customer can see. The agent prepared it; the buyer decided it.

6

Interactive Prototype

Functional dashboard demonstrating the concept

ProvenanceChain
ProvenanceChainProduct Tracking

Product Tracking

Blockchain-verified supply chain • Real-time location

99.8% Authentic
1.2M
Products Tracked
99.8%
Verified Authentic
247
Suppliers Verified
847
Counterfeits Blocked
SKUProductOriginChainStatus
DIA-8421Round Brilliant 1.2ctBotswana
verified
WAT-4821Chronograph SSSwitzerland
verified
GLD-247124K Gold Bar 100gPerth Mint
verified
WAT-4820Diver 300mUnknown
flagged

© 2026 GETPOST Labs. Full Stack Engineering Solutions.

Functional prototype. Click on cells and entries to see interactions.

7

System Context

Where ProvenanceChain fits in the ecosystem

SYSTEM INTEGRATIONERP / MerchandisePurchase ordersStockSalesAPIProvenanceChain• AI date tracking• Certificate rules• Provenance recordAPISuppliersDatesSamplesCertificatesAPIStores & CustomersAllocationsSwing-tag QRProduct story

Have a Similar Problem?

This is the kind of workflow automation GetPost Labs builds. If your organisation has similar challenges, we'd love to discuss how a custom solution might help.