Industries
The domains we know how to stand in.
Manufacturing, retail, CPG, and health. Different floors, the same discipline: find the constraint, ship the system, measure the change.
Plant, quality, and throughput
Manufacturing
AI that belongs on the shop floor.
Plants do not fail in slide decks. They fail in changeovers, scrap, unplanned stops, and tribal knowledge that walks out at the end of a shift. We build AI that operators will actually use between those moments.
Stores, stock, and the aisle
Retail
Decisions at the speed of the floor.
Retail margins live in availability, labour, and the last metre of the aisle. We build systems that help merchants, store managers, and planners act on the same picture — without asking them to become data scientists.
Brands, supply, and the shelf
CPG
From plant to pallet to panel.
Consumer brands run on promotion, mix, and a supply network that is always slightly wrong. We build AI for revenue growth, quality at pack, and a plan that sales, supply, and finance can share.
Care, operations, and the record
Health
Assist the clinician. Never replace judgement.
Health systems are drowning in documentation, handoffs, and idle capacity. We build assistive AI for clinical and operational work — always reviewed, always grounded in local protocol, never a silent decision-maker.
Start a conversation
Tell us about the operation you want to improve.
A plant, a banner, a brand, a pathway. We will tell you honestly whether AI is the right lever — and what it would take to put it in production.