Customer Growth & Loyalty
Everything that brings customers back: the group's member app, loyalty, CRM, in-app ordering, cashless top-up, an AI chatbot, and social media listening.
naksa.id helps F&B, retail and consumer-app teams make product decisions with research: what customers actually do, where the journey breaks, and what to build next.
View my LinkedIn profile →Experience
Everything that brings customers back: the group's member app, loyalty, CRM, in-app ordering, cashless top-up, an AI chatbot, and social media listening.
Everything inside the outlet: point of sale, customer and kitchen displays, signage, WiFi, and the daily tools staff and supervisors use every shift.
An AI agent team I built to run product research: it reads videos, transcripts and audience comments at scale, and I judge what holds up before it becomes a recommendation.
Research sample
One research run: 12 F&B accounts and 240 videos, read through transcripts and audience comments by an AI research agent, then judged by me.
Peak vs median views per video, four accounts from the study. Log scale.
Data read on 3 October 2026, no login. Automatic transcripts can mishear words, some videos have no captions, and comments were sampled up to 60 per video. Accounts are anonymised here.
What I build myself
An event camera that runs in the browser. Guests scan one QR code and shoot, and every photo comes out as a film-style print with a note for the hosts. No app to install.
Work with me
Start with a call. We look at what you're building, what's stuck, and whether I'm the right person to help.
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