Examples
This page shows a range of work we've built to support real operational decisions. It is not a menu.
The reality is that no two organisations have the same systems, constraints, or decision pressures. What matters is not the category, but the decision behind it.
These examples are here to make our capabilities tangible. If your problem isn't shown here, that's normal.
Each example targets a measurable shift: fewer stockouts, faster pricing response or improved fulfilment accuracy.
If you'd like to explore whether we can help in your context,
we should talk.
Understanding how people judge fit, tone, and confidence when trying products on themselves
Designing face-mapping, rendering logic, and interaction flows for real-time try-on
A live try-on experience used on a phone or desktop to support confident purchase decisions
Other use cases: Makeup · Jewellery · Accessories · Protective eyewear. Similar operational decisions.
Understanding how people combine items to express style, preference, and intent
Defining relationships, compatibility rules, and visual groupings between products
A matching experience showing complete looks rather than isolated items
Other use cases: Gift sets · Interiors · Event styling · Wardrobe curation. Similar operational decisions.
Identifying where uncertainty or error occurs when selecting compatible products or parts
Encoding fit rules, constraints, and validation logic into a clear decision flow
A checker confirming compatibility before an order is placed or approved
Other use cases: Parts lookup · Tyre fitment · Filter matching · Replacement components. Similar operational decisions.
Exploring whether a product belongs in a real space, considering scale, style, and surrounding context
Designing spatial alignment, scale accuracy, and visual blending to place products naturally into real environments
A placement experience showing products positioned convincingly within a real room or setting
Other use cases: Plants · Appliances · Outdoor furniture · Office fit-outs. Similar operational decisions.
Exploring how people imagine products in their own physical space before committing
Building visual, spatial, and configuration logic to represent products accurately
A visualiser in use, showing products applied to real environments and contexts
Other use cases: Car configurators · Flooring · Paint · Window treatments. Similar operational decisions.
Mapping how people think through layout, constraints, and trade-offs in a given space
Structuring rules, dimensions, and options into a guided planning interface
A planner being used to design and review a real room or outdoor space
Other use cases: Kitchen layouts · Garden design · Office planning · Windows & doors · Storage solutions. Similar operational decisions.
Let's explore it together.
Start a conversationCommon questions about these examples
These examples show how operational decisions across pricing, inventory and fulfilment can be structured and improved using applied AI.
They are based on real operational scenarios where decisions already exist and have measurable commercial impact.
The patterns are transferable across mid-market distributors where similar decisions are made under comparable constraints.
Typically improved margin, reduced stock imbalances and more consistent operational outcomes over time.