Case Studies · Technology
AI case studies
KUMO builds production AI, not pilots that stall. The work below includes an AI recommendation engine for a live social platform (Flickd), an AI safety classifier for the gluten-free community (Gluf), and the AI chatbots and smart inbox inside our own SaaS, CampaignHQ, alongside AI features integrated into education and social products. Each system ships with the guardrails production needs: grounded retrieval, structured output, confidence thresholds, and human escalation on high-stakes decisions. These are systems real users depend on, with full IP transferred to the client.
B2B SAAS · OUR OWN PRODUCT CampaignHQ
How KUMO built and operates CampaignHQ, our own cloud-native email and WhatsApp marketing automation platform.
ENTERTAINMENT · UK Flickd
How KUMO built Flickd, a production AI social platform for film and TV fans, founded by an ex-Amazon AI engineer.
CONSUMER HEALTH · UK Gluf
How KUMO built Gluf, an AI-powered gluten-free restaurant discovery app for the UK coeliac community. Award-shortlisted.
HEALTH & FITNESS · MOBILE · US/UK SweatScore
How KUMO built and evolved SweatScore, a live iOS and Android fitness community app, into a points-and-streak engagement system where movement becomes visible progress and social proof.
PREMIUM MATCHMAKING · iOS · US Nuancers
How KUMO shaped and shipped Nuance, a launched AI-powered iPhone matchmaking product for discerning professionals, built around AI compatibility, preference-led discovery, and curated introductions instead of endless swiping.
EDTECH · US Arusto AI
How KUMO partnered with Arusto AI, an AI-powered learning platform with institutional partnerships.
Sigma ALS EDTECH · NETHERLANDSSigma ALS
Building Sigma ALS, an AI classroom assistant grounded in real classroom workflows for a Netherlands EdTech.
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