Recognize near-identical products reliably enough for the shelf decision downstream.
Shelfr
The vision system behind a shelf platform used by global brands, judged by what a mistake costs the store rather than by an average score.
Read the caseWe engineer difficult intelligent systems and the software required to make them work in production.
Intelligence, controls, and the software that makes them useful.
The constraints, engineering decisions, and results behind three of our systems.
Recognize near-identical products reliably enough for the shelf decision downstream.
The vision system behind a shelf platform used by global brands, judged by what a mistake costs the store rather than by an average score.
Read the casePreserve cinematography-aware meaning while ingestion, retrieval, infrastructure, and dependencies change at scale.
Retrieval that understands framing, lighting and lens, not just pixels, so a filmmaker can describe a shot and get it back in under a second.
Read the caseA shopper asks half a question, the catalogue changed this morning, and the answer still has to be right.
Controlled recommendation, live catalogue retrieval, evaluation, speed and memory — on kiosks that serve shoppers all day, with no staff.
Read the caseA useful AI system needs reliable inputs, clear limits, and a way to detect failure. It also needs the applications, data pipelines, infrastructure, and interfaces that put it into people’s hands.
We build those parts together. Web and frontend, mobile, cloud, and data engineering are how we finish the system.
How we approach the work ↗Ahmer is very professional and managed to pull off quality work in a very short span of time.
Ahmer and the Team [Nixense] exceeded all expectations … I would rehire Ahmer and the team any time for AI projects.
He has the amazing ability to not only see the immediate problem, but to see several layers deep.
It was an absolute pleasure to work with him on our image recognition software project, which surpassed our expectations … he met every project deadline ahead of schedule.
It is our absolute pleasure to recommend Ahmer Saleem from Nixense Vixion … honest, dependable, and incredibly hardworking.
Ahmer and his team … always trying to provide the best idea for our project.
Ahmer's skills were by far exceptional. He did an amazing job understanding my requirements … going above and beyond in delivering the final solution.