An Innovative, ML-driven SaaS platform improving the efficiency of commercial branding processes by 10%

INVULATION Limited(INVULATION)是一家总部位于英国的品牌商品中小企业，其核心项目团队由Nathan Cookson(运营总监)、Marcus Wiseman(首席程序员)、Janek Barski(程序员)、Andrew Buxton(程序员)组成。INVOLION正在通过其基于ML的平台解决一个重大的未得到满足的需求，该平台旨在加快产品的品牌推广。目前，在品牌促销和服装市场，这一过程是劳动密集型的。精益的生产方法、艺术品准备、装饰方法选择、机器规划、产量跟踪和库存采购都是人工耗时的过程。通过改进的ML技术为每个产品选择最佳的装饰方法，为生产建立可打印的文件，从供应商那里提取/计算库存，并自动建立工作计划，Invision将显著减少每项工作所花费的时间，从而节省客户的时间/金钱。

Involution Limited (Involution) is a UK-based branding merchandise SME, with a core project-team of Nathan Cookson (Operations director), Marcus Wiseman (lead programmer), Janek Barski (programmer), Andrew Buxton (programmer).Involution is solving a significant unmet need with its ML-based platform designed to expedite the branding of products. Currently, within the branded promotional and clothing market, processes are labour intensive. Lean production methods, artwork preparation, decoration method choice, machine planning, output tracking and stock sourcing are manual, time-consuming processes.With improved ML technology to select best decoration methods for each product, build print-ready files for production, draw/calculate stock from suppliers and auto-build work schedules, Involution will significantly reduce time spent per job, saving customers time/money.