Supply Chain & Logistics
Best Practices 

AI supply chain planning learns across items and signals, produces probability ranges and re-plans continuously, while traditional tools rely on fixed rules and one statistical model per item. This guide compares both approaches across demand planning, replenishment and S&OP/IBP, with independent evidence, public case studies, costs and a six-step checklist for Australian businesses.

Most AI supply chain projects stall before they reach the P&L. Here are the seven failure modes we see most often, how to spot them before you commit, and what to do instead.

A practical, step-by-step guide to implementing AI in supply chain planning and logistics, written for Australian mid-market operations. Covers data readiness, use case selection, operating models and how to prove ROI.

S&OP and S&OE operate on different time horizons and answer different questions. S&OP is a monthly cycle looking 3 to 18 months ahead that decides what the business will commit to making, buying and selling. S&OE, sales and operations execution, is a weekly or daily cycle looking 0 to 12 weeks ahead that resolves the gaps between that plan and what is actually happening. If your monthly meeting keeps getting hijacked by this week's stockouts, you do not have an S&OP problem,

S&OP should be owned by the business, chaired by the executive who owns the P&L, and facilitated by a single named process owner. Those are three different jobs and collapsing them into one is the most common structural mistake. In most Australian mid-market businesses the facilitator sits in supply chain or planning, but the decision rights belong to the general manager or CEO. When supply chain both runs the process and owns its outcome, S&OP becomes a forecasting exercise

S&OP fails for five reasons, and almost none of them are about software. The process gets owned by one function instead of the business, sales and finance work from different numbers, the meeting reports on the past instead of deciding about the future, there is no agreed baseline so nobody can prove whether it is working, and the executive layer does not turn up. Fix those five and a spreadsheet-based cycle will outperform an expensive platform run badly. 1. Is the process o

A supply chain audit is a structured diagnostic that assesses four things: how your performance compares with industry benchmarks, whether your processes meet the regulatory obligations that now apply to Australian businesses, how your planning and logistics processes measure against best practice, and whether your total supply chain spend — people and technology — is proportionate to your size. A useful audit produces a sized, costed list of opportunities, not a report. Supp

A small business can improve inventory without buying enterprise software. The three changes that matter most are classifying SKUs by how their demand actually behaves, replacing fixed reorder points with service-level-driven stock targets, and treating slow-moving lines with a stocking policy rather than a forecast. Applied properly, this typically releases working capital within months rather than years. In one Australian distribution business we worked with, backtesting th

A dedicated S&OP or IBP consultant is worth bringing in when your business has outgrown spreadsheet-based planning but does not yet have the internal bandwidth or cross-functional authority to redesign the process itself. On cost: an outsourced S&OP implementation runs around AU$5,000 per month with Supply Logis, roughly AU$60,000 a year, against a fully loaded cost of AU$115,000–$135,000 for an in-house demand planner or AU$140,000–$180,000 for a demand planning manager. But

You reduce inventory cost without hurting service by attacking what drives safety stock, rather than cutting stock across the board. Five levers do most of the work: better demand forecasting, safety stock calculated from actual demand and lead time variability, ABC-XYZ segmentation so stock policy matches product behaviour, renegotiated supplier lead times and order minimums, and automated replenishment. A 5 to 10% improvement in forecast accuracy alone typically cuts safety

How to choose between supply chain consulting providers in Australia: the five provider types and what they cost, seven selection criteria, ten questions to ask, red flags, pricing models and a six-step selection process.

Supply chain as a service (SCaaS), also called supply chain outsourcing, means engaging an external specialist to run some or all of your supply chain using their people, processes and technology, and paying for the outcome rather than the overhead. For Australian businesses it is generally cheaper than building the same capability internally, and it can be operating in weeks rather than the 12 to 18 months a full in-house build takes. This guide covers what you can outsource

If you’ve ever wondered how products magically appear on store shelves or how your favourite online orders get to your doorstep so quickly, you’re already curious about supply chains. I get it - supply chain management can sound like a complex beast. But here’s the good news: you don’t need to be a logistics guru to grasp the basics. Thanks to the rise of online learning, you can dive into the fundamentals of supply chain right from your laptop, at your own pace. Let me walk

Managing supply chains effectively is crucial for any business. The integration of AI into this process is a game-changer. It not only streamlines operations but also enhances decision-making. Understanding the Role of AI in Supply Chains AI plays a vital role in supply chain management. It helps businesses gain insights into their operations, making it easier to identify inefficiencies. By leveraging data, AI can provide recommendations that lead to better outcomes. For exam

In today's business world, supply chain management is one of the most critical components that businesses need to manage efficiently to...

Leading consultants weigh in on the future global technology trends that will define the advancement of supply chains in 2022. Click here to find out more. This article talks about the macro-economic conditions in the recent few years that have shaped the needs of supply chain executives and teams for the future. Key factors driving future trends are around supply chain instability brought about by increased natural disasters such as floods, hurricanes and extreme weather con