E-commerce and operations case studies

Some products had a known risk of being unsuitable for particular customer needs, creating preventable returns and disappointment.

I introduced targeted pre-dispatch messages for relevant orders, explained the likely issue and recommended a more suitable alternative before the parcel left.

Around 40% of the customers contacted accepted the alternative, improving product fit while avoiding unnecessary shipping and return activity.

A return request does not always mean the product has failed; sometimes the issue is setup, compatibility or a replaceable defect.

I used practical troubleshooting, clarified the root cause and offered replacements where that genuinely gave the customer a better outcome.

Approximately 20% of suitable potential returns were converted into replacements, reducing lost sales without pressuring customers to keep the wrong product.

Relying on a single recent sales figure could distort replenishment decisions when demand was volatile or supplier lead times changed.

I combined mean and median sales patterns with lead time and current availability, using judgement to identify outliers and set safer stock decisions.

The method improved visibility of genuine demand and helped reduce overselling and avoidable stockouts across active listings.

Building CCTV bundles and importing product variations required repetitive manual calculation and data entry, increasing time and error risk.

I built an eBay CCTV bundle price calculator and a tool that imports SKU variations into a one-click price and SKU table.

Both tools became part of daily operations, making repeat tasks faster, more consistent and easier for colleagues to use.

New products needed the right catalogue structure, content, channel setup and availability to earn traction rather than simply go live.

I supported listing creation, product content, operational readiness, inventory and early marketplace monitoring across launches.

Successful launches typically added around 15–20 orders per day, with two to three products introduced annually.

A 4pm-to-4pm same-day fulfilment cycle creates a constant need to prioritise exceptions while hundreds of orders continue moving.

I monitored order flow, surfaced exceptions, coordinated stock and customer issues, and kept attention on the operational cut-off.

The operation sustained approximately 99% on-time dispatch across 300–400 daily orders, with peaks around 600.

A supplier proposed increasing a product price by $6 per unit, creating pressure on margin and the commercial viability of the range.

I challenged the increase with a structured negotiation grounded in the product, relationship and commercial context.

The proposed increase was reduced from $6 to $3.50 per unit, protecting more of the product margin while maintaining supply.

Supplier deliveries could include defects, shortages or product details that did not fully match operational and customer needs.

I documented the issue, communicated the evidence clearly and negotiated the most appropriate remedy, including replacement goods, price reductions or design changes.

The response protected availability and customer outcomes while improving clarity with suppliers for future orders.

Launching a new camera brand required the product, technical specification, identity, supply and marketplace execution to work as one commercial system.

I led research and development activity, coordinated brand design and technical specifications, and managed the Amazon and eBay launch and supporting supply-chain work.

The brand reached approximately 18,000 CCTV camera sales annually.

Development-project documents needed careful review before reaching the payment stage, where errors or irregularities could create financial and governance risk.

I checked the supporting document against the contract and expenditure requirements, identified that it was materially invalid and stopped it from being submitted for payment.

The control prevented an improper document from progressing and protected the integrity of the approval process.