Owllys — AI that moves business outcomes
Insights library

Clear answers to the questions that keep operators up at night

43 short guides — each with the direct answer first, an infographic and a step-by-step workflow you can use on Monday.

Supply Chain Basics

How modern supply chains plan, see and decide.

6 guides
Cycle 5 min

What Is Supply Chain Management? A Plain-English Guide for Leaders

Supply chain management is how a business plans, buys, makes, stores, sells and delivers its products — and handles returns — so that the right goods reach customers on time at the lowest total cost. Done well, it frees cash tied up in stock, keeps promises to customers and protects margin when demand or supply changes suddenly.

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Layers 5 min

What Is a Supply Chain Control Tower? How It Sees, Decides and Acts

A supply chain control tower is a single, live view of orders, stock, production and shipments that spots problems early, recommends the best response and, where you allow it, acts on it. Unlike a dashboard, which only shows what has happened, a control tower helps teams decide what to do next and checks whether the fix worked.

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2×2 matrix 5 min

What Is a Supply Chain Digital Twin? Test Decisions Before You Act

A supply chain digital twin is a live software copy of your operation — factories, warehouses, stock, suppliers and transport — that stays in sync with real data. It lets you test a decision, such as moving stock or adding a shift, on the model first, see the likely effect on service, cost and cash, and then act with less risk.

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Chart 5 min

Demand Forecasting Explained: How to Forecast Demand Accurately

Demand forecasting is estimating how much of each product customers will buy, where and when, so you can plan stock, production and purchasing. To forecast demand accurately, combine sales history with live signals such as orders and promotions, forecast at the level where decisions are made, attach a confidence range to every number and review errors every cycle.

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Cycle 5 min

Sales and Operations Planning (S&OP) Explained for Business Leaders

Sales and operations planning (S&OP) is a monthly process in which sales, operations and finance agree on one plan for demand, supply and money. It replaces separate, conflicting plans with a single set of numbers the leadership team signs off, so production, purchasing and inventory all support the same sales goals and financial targets.

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Before / after 5 min

The Bullwhip Effect Explained: Why Small Demand Changes Grow Upstream

The bullwhip effect is when small changes in customer demand turn into bigger and bigger swings in orders as you move up the supply chain, from retailer to distributor to manufacturer to supplier. It happens because each stage reacts to the orders it receives rather than real demand, and adds its own buffer. Sharing live demand data dampens it.

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Inventory & Warehouse

Fewer stock-outs, less dead stock, accurate counts.

6 guides
Cycle 5 min

How to Reduce Stockouts on the Items That Matter Most

To reduce stockouts, protect the items that matter most first, track their days of cover against supplier lead times every day, and reorder from a live forecast rather than habit. Most stockouts are not bad luck. The warning was already in the data — a demand spike or a late supplier — but nobody saw it in time.

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Funnel 5 min

How to Reduce Dead Stock: Find It Early and Recover the Cash

To reduce dead stock, spot slow movers early — ideally around 60 days before they stall — stop reordering them, and act on what you already hold through transfers, bundles, markdowns or returns to suppliers. Dead stock is inventory that has stopped selling. It ties up cash and space, and every month it sits it costs money to keep.

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Chart 5 min

How Much Safety Stock Do You Need? A Guide Without the Heavy Maths

You need enough safety stock to cover the gap between what you expect to sell and what you might sell while waiting for the next delivery. Three things set the amount: the service level you want, how much demand varies, and how long — and how reliably — suppliers deliver. Higher service targets need disproportionately more stock.

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2×2 matrix 5 min

ABC-XYZ Inventory Analysis: How to Manage Each Item the Right Way

ABC-XYZ inventory analysis groups items by two questions: how much value each one brings (A, B or C) and how predictable its demand is (X, Y or Z). The result is nine classes, each managed differently — so you protect high-value items, automate predictable ones and stop wasting effort and cash on the rest.

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Before / after 5 min

7 Common Warehouse Problems and How to Fix Them

The most common warehouse problems are mis-picks, poor slotting, stock-count mismatches, slow goods receiving, no view across warehouses, wasted space and paper-based processes. Most share one root cause: the system does not know exactly what is where, right now. Fix the records by scanning every movement, and most other problems become easier to solve.

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Key numbers 5 min

Cycle Counting: High Inventory Accuracy Without a Full Stock-Take

Cycle counting is a method of checking a small, planned portion of your stock every day or week, so every item is counted several times a year without closing the warehouse. High-value items are counted most often. Because errors are found and fixed quickly, records stay accurate all year rather than only after the annual stock-take.

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Sales & Distribution

Grow sell-through and keep distributors healthy.

6 guides
Cycle 5 min

How to Increase Sales Through Distributors: Five Practical Levers

To increase sales through distributors, make sure each distributor holds the right stock, see what they sell on to retailers, make every sales-rep visit count, fund only the schemes that lift real demand, and spot struggling distributors early. Growth usually comes from fixing these five levers together, not from pushing more stock into the channel.

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Chart 5 min

What Is a Distributor Health Score and How Do You Build One?

A distributor health score is a single number, usually 0 to 100, that combines a distributor’s payment record, sell-through (how fast stock sells on to retailers), stock levels compared with ordering, scheme uptake and visit frequency. It gives an early warning, before a distributor stops ordering, switches brands or defaults, while the relationship is still recoverable.

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Layers 5 min

What Is Secondary Sales Visibility and Why Does It Matter?

Secondary sales visibility means seeing what your distributors sell to retailers, not just what you sell to distributors. It matters because secondary sales are much closer to real consumer demand. With them you forecast better, place stock where it will sell, see early when stock is piling up at distributors, and judge sales teams and schemes on genuine growth.

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Funnel 5 min

Trade Scheme Leakage: How Margin Leaks and How to Measure Scheme ROI

Trade scheme leakage is the part of promotion spend that never turns into extra sales: discounts distributors keep instead of passing on, claims for ineligible sales, stock loaded early to qualify, and sales that would have happened anyway. To measure scheme ROI, compare the extra sales a scheme genuinely created with its full cost.

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2×2 matrix 5 min

Beat Planning for Sales Reps: How to Get More From Every Visit

Beat planning gets more from every sales-rep visit by deciding which outlets each rep sees, how often and in what order, so time goes to the outlets with the most growth potential. A good beat plan also keeps travel short and gives the rep a next best action at each outlet. Done well, it lifts orders per visit without adding reps.

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Before / after 5 min

What Is OTIF? How to Promise Delivery Dates You Can Keep

OTIF, short for on time in full, is the share of orders delivered on the promised date with the complete quantity ordered. An order that arrives late, or on time but short, counts as a miss. It matters because customers reorder from suppliers whose promises they can trust, and high OTIF starts with promising realistic dates.

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Manufacturing & Procurement

More uptime on the floor, better prices from suppliers.

6 guides
Chart 5 min

What Is OEE? Overall Equipment Effectiveness Explained Simply

OEE (overall equipment effectiveness) is one percentage that shows how much of a machine’s planned production time actually makes good parts at full speed. It multiplies three factors: availability (was it running?), performance (how fast?) and quality (how many good parts?). World-class OEE is commonly cited around 85%; many plants run well below that.

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Cycle 5 min

How to Reduce Unplanned Downtime With Predictive Maintenance

To reduce unplanned downtime, find the machines whose stops cost the most, watch their health through sensor signals such as vibration, temperature and motor current, and fix faults before they stop the line. This is predictive maintenance. Plan each repair for a break or off-shift, with spare parts and technicians ready, so production carries on.

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Layers 5 min

Production Planning and Scheduling Basics: A Plain-English Guide

Production planning decides what to make and how much over the coming weeks; production scheduling decides which job runs on which machine, in what order and when. A good schedule respects real capacity, sequences jobs to cut changeover time and is rebuilt quickly when a machine stops, material is late or an urgent order arrives.

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Funnel 5 min

Procurement Cost Reduction: Where Savings Hide and How to Keep Them

Procurement cost reduction means lowering the total cost of what a business buys without hurting quality or supply. Savings usually hide in four places: unmanaged tail spend, the same item bought at different prices, categories awarded to one supplier that could be split, and over-specified parts. The harder part is making negotiated savings actually reach the P&L.

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2×2 matrix 5 min

Supplier Risk Management: How to Spot Weak Links Before They Break

Supplier risk management is the practice of finding, ranking and reducing the chance that a supplier fails to deliver what you need. The usual weak links are single sources, suppliers under financial stress, slipping delivery performance and concentration in one region. Watching these signals continuously lets you act — second source, buffer stock or supplier support — before supply breaks.

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Key numbers 5 min

What Is Should-Cost Analysis? Know a Fair Price Before You Negotiate

Should-cost analysis estimates what a part or service ought to cost by building it up from its parts: raw materials, conversion (machine and labour time), overhead, scrap, logistics and a fair supplier margin. Comparing that estimate with the supplier’s quote shows exactly where the price looks high, so you negotiate on facts rather than percentages.

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Logistics & Delivery

Lower freight cost, kept promises, smarter returns.

6 guides
Chart 5 min

How to Reduce Logistics Costs Without Hurting Delivery Service

To reduce logistics costs without hurting service, fill vehicles better, choose the right mode and carrier for each load, plan routes against real constraints, resolve delivery exceptions quickly and check that warehouses sit where demand is today. Most savings come from many small daily decisions made on live data, not from one big rate negotiation.

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Before / after 5 min

Delivery Exception Management: Resolving Problems in Minutes, Not Hours

Delivery exception management is the process of spotting, deciding on and fixing problems such as breakdowns, delays and failed drops before they break a customer promise. Done well, it turns hours of phone calls into minutes: the problem is detected automatically, options are ranked, a planner approves the best one and the customer hears from you first.

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2×2 matrix 5 min

What Is Route Optimisation? Constraints, Static and Dynamic Routing

Route optimisation is the use of software to decide which vehicle makes which deliveries, in what order, given real constraints such as time windows, vehicle capacity, driver hours and customer priority. Static optimisation plans routes before vehicles leave; dynamic re-routing adjusts them during the day as traffic, cancellations and urgent orders change the picture.

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Funnel 5 min

Why Is Last-Mile Delivery So Expensive, and How Do You Fix It?

Last-mile delivery is expensive because the final leg carries small loads to many separate addresses, with parking, waiting, failed attempts and returns adding cost at every stop. It is commonly described as the most expensive part of delivery. The fixes are fewer failed drops, more stops per route and clear, timely updates so customers are ready to receive.

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Cycle 5 min

What Is Reverse Logistics? Turning Returns Into Recovered Value

Reverse logistics is the process of moving goods back from customers — returns, warranty repairs, recalls and end-of-life items — and deciding what to do with each one. Done well, every return is graded quickly and sent to the option that recovers the most value: restock, refurbish, liquidate or recycle, with return reasons fed back to prevent future returns.

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Layers 5 min

Fleet Performance Management: Using Telematics to Cut Fuel and Accidents

Fleet performance management means turning telematics data — GPS, engine readings and driving events — into a few fair driver and vehicle scores, then acting on them through coaching, maintenance and route changes. The biggest gains typically come from less idling, smoother driving and fewer harsh events, which cut fuel use, wear and accident risk together.

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AI for Business Leaders

Agentic AI, adoption and ROI — explained for CEOs.

7 guides
Cycle 5 min

What Is Agentic AI? A Plain-English Guide for CEOs

Agentic AI is AI that works towards a goal in steps: it plans, uses software tools, checks its own work and takes action, rather than just answering a question. For a business, that means routine decisions — re-ordering stock, re-routing a delivery, chasing a late supplier — get handled within rules you set, while people approve the important ones.

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Funnel 5 min

AI Adoption Roadmap for CEOs: A Practical 90-Day Plan

A good AI adoption roadmap for CEOs is a 90-day plan in five steps: pick one business number to move, choose a single use case that moves it, check the data is ready, run a pilot measured against a clear KPI (key performance indicator), then scale with governance. Small and measured beats a company-wide programme that never reaches daily work.

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Layers 5 min

Do You Need to Replace SAP to Use AI? The Overlay Approach

No — you do not need to replace SAP or any other ERP to use AI. The practical route is an overlay: your ERP stays the system of record for orders, stock and finance, while an AI decision layer reads its data, recommends actions and writes approved decisions back. You add intelligence without a risky migration.

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Before / after 5 min

How to Measure AI ROI: A Practical Guide for Business Leaders

To measure AI ROI, tie every AI project to one number in revenue, cost or cash, record a baseline before you start, compare results against that baseline or a control group, and review the value actually realised every quarter. If a project cannot name its number up front, it cannot prove a return later.

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2×2 matrix 5 min

AI Governance for Business: Human-in-the-Loop Without the Slowdown

AI governance is the set of rules, approvals and records that control what AI may decide and do in your business. Done well, it asks a person to approve (human-in-the-loop) only where the risk justifies it, sets guardrails the AI cannot cross, checks confidence before acting and keeps a full audit trail — control without slowing everyday work.

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Chart 5 min

AI in Customer Support: Faster Answers Without Losing the Human Touch

AI in customer support means software that answers routine questions automatically, routes the rest to the right person and learns from every resolved case, across email, chat, WhatsApp and social in one inbox. Done well, customers get faster answers around the clock, and your team spends its time on complaints and complex cases that need a human.

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Chart 6 min

IT Audit Checklist for Growing Companies: The 7 Layers to Review

An IT audit checklist for a growing company should cover seven layers: business processes, applications and ERP, data and integration, infrastructure and cloud, security and compliance, people and operating model, and IT spend and vendors. Review each against what “good” looks like, then rank the gaps by business impact so fixes support your growth plan.

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Packaging & Print

Faster quotes, fuller presses, error-free artwork.

6 guides
Layers 5 min

Print Estimating: How to Quote Faster and More Accurately

Print estimating gets faster and more accurate when every quote is built from the same four cost blocks — materials, make-ready, press run and finishing — using real press data, then priced for margin and win chance rather than gut feel. Tracking which quotes you win and lose, and why, makes each estimate sharper than the last.

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Before / after 5 min

Press Scheduling: How to Sequence Print Jobs and Cut Make-Ready

Press scheduling works best when similar jobs — same inks, same substrate, same size — run back to back, cutting the make-ready between them while still meeting every due date. A good schedule respects real press and finishing capacity, and can be re-planned in seconds when a rush job or breakdown hits, rather than patched by hand.

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Funnel 5 min

OEE for Printing Presses: How to Measure What Presses Really Produce

OEE for printing presses measures what a press really produces: the share of its planned time that delivers good, sellable print at full speed. It multiplies three factors: availability (time actually running), performance (speed against rated speed) and quality (good output against everything printed). Measured honestly, it often shows presses producing well below what the estimate assumed — and where the time goes.

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Cycle 5 min

Packaging Artwork Approval: How to Stop Reprints and Recalls

Packaging artwork approval stops reprints and recalls when every pack passes one governed workflow: a single current version per product, automatic checks for mandatory marks, barcodes and claims, and recorded sign-off by each owner before release. Most artwork errors are not design mistakes — they are the wrong file, an unchecked change or an approval lost in email.

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Chart 5 min

Packaging NPD: How to Get New Packs From Brief to Shelf Faster

Packaging NPD (new product development) moves faster when cost, compliance and printability are checked at the concept stage, not after artwork is finished. A clear brief, early feasibility checks, governed artwork and a controlled release turn a slow, serial process into one where most surprises are caught while they are still cheap to fix.

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2×2 matrix 5 min

How to Reduce Make-Ready and Print Waste and Recover Press Capacity

To reduce make-ready and print waste, sequence similar jobs back to back, standardise how every press is set up, prepare plates, inks and materials before the press stops, and track waste live on every job. Together these recover press hours you already pay for — usually the cheapest capacity a printer can find, well before buying another press.

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