SAM AI

Sam is a virtual companion designed to do exactly the opposite of what wellness apps usually do: help you need it less over time. Inspired by Samwise Gamgee, the loyal friend who never abandons you but always pushes you forward, Sam listens without judgment, asks the right questions, and always points back to the real world.

SAM AI

YEAR
2026

TIMELINE
3 days

SERVICES
AI Development, Web App

TECHNOLOGIES
HTML / CSS / JavaScript — Anthropic Claude — Supabase — Vercel

THE CHALLENGE

Wellness apps are designed to keep you engaged. Their business model depends on retention, which creates a perverse incentive: the worse you feel, the more you use them, and the more money they generate. The result is an industry that treats symptoms without addressing the root cause — disconnection from the real world and from the people who matter to us. The challenge was to build something radically different: a digital tool whose success is measured by how much less you need it.

OUR APPROACH

We designed Sam around a clear ethical north star: to counter digital dependency, not encourage it. The companion listens first, asks one question at a time, and always closes each conversation with a concrete action in the real world. It does not send notifications. It does not gamify progress. It does not ask you to come back tomorrow. Its success metrics are deliberately the opposite of the market´s: shorter sessions over time, and more days without needing to open the app. For moments of real crisis, Sam includes a specific protocol that prioritizes human connection and redirects users to professional help lines.

THE RESULT

In a single day of development, Sam went from concept to functional product deployed in production. The app runs on the web with real AI behind it, stores anonymous sessions to improve the service, measures feedback from each conversation, and includes a secure admin panel to monitor impact. More importantly than the technology, Sam exists as proof that it is possible to build digital products genuinely aligned with human wellbeing — where the goal is not to maximize screen time, but to reduce it.

Selected projects

A snapshot of what we build — AI-powered products, interactive experiences, and rapid prototypes that deliver real results.

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