Case Studies

How we approached six real products from our portfolio — the problem each one tackled, what we built, and what the app delivers. Screenshots of every project are in the portfolio.

Computer Vision · Utility

Coin Counter

The Challenge

Counting large volumes of coins by hand is slow and error-prone — a daily grind for cashiers, small businesses, and collectors. Hardware coin counters solve it, but they are expensive, stationary, and overkill for most users. The idea: turn the phone people already carry into the counting machine.

What We Built

We built a mobile app that uses the device camera and on-device image recognition to identify, classify, and count coins in real time. Point the camera at a pile of coins and the app detects each denomination, keeps a running total, and lets the user save or share counts. The recognition pipeline was tuned to handle overlapping coins, varied lighting, and worn faces — the messy conditions real users actually shoot in.

Real-time coin detection and classification through the camera
Per-denomination totals with saved count history
On-device processing — works without a connection
Built for iOS and Android

Custom mobile development →AI integration guide →

Web3 · Marketplace

Nicho NFT Marketplace

The Challenge

An NFT marketplace lives or dies on trust and browsing experience: users need to discover collections quickly, evaluate assets with confidence, and transact without friction — all in a space where a clumsy wallet flow loses the sale.

What We Built

We delivered a mobile marketplace for discovering, collecting, and selling NFTs. The app pairs a fast, media-heavy browsing experience — trending collections, spotlights, artist profiles — with clear asset detail pages showing pricing, activity, and ownership history, and streamlined listing and purchase flows designed to keep transactions moving.

Collection discovery with trending and spotlight feeds
Asset pages with pricing, bids, and activity history
Listing and purchase flows built for mobile
Media-heavy UI tuned for smooth scrolling

Blockchain app development →See it in the portfolio →

Food & Beverage · SaaS

Resfoody

The Challenge

Food and beverage operators juggle menus, orders, and daily operations across tools that rarely talk to each other. Resfoody needed cloud software versatile enough to serve the sector broadly — not a one-restaurant point solution.

What We Built

We built Resfoody as a cloud-based platform for the food and beverage sector with a mobile-first experience: menu and catalog management, order flows, and operational views that stay in sync across devices in real time. The architecture keeps individual venues isolated while running on shared, scalable infrastructure.

Cloud-based, multi-venue architecture
Menu, catalog, and order management
Real-time sync between mobile and back office
Designed to onboard new venues without custom work

Custom web app development →Custom mobile development →

Healthcare · Logistics

Pharmassist Rider

The Challenge

Medicine delivery is logistics with higher stakes: orders must reach the right person, on time, with a clear record of every handoff. Pharmacies needed a dependable rider-side platform for doorstep delivery of online medicine orders.

What We Built

We built the rider app powering the delivery leg: incoming order queues, pickup and drop-off details, live status updates through each stage of the run, and delivery confirmation at the door. The interface is deliberately simple — riders use it on the move, one-handed, often in traffic.

Order queue with pickup and delivery details
Stage-by-stage status tracking per delivery
Delivery confirmation and history
Simple, glanceable UI designed for use on the road

Healthcare app development →Healthcare app guide →

Health & Fitness · AI

Bodynetic

The Challenge

Poor posture is one of those problems everyone has and no one tracks — and correcting it normally requires a trainer or physiotherapist watching you. The goal: put that supervision in the phone.

What We Built

Bodynetic uses AI-powered pose detection through the phone camera to spot bad posture and guide the user toward correcting it. The app analyzes body position in real time, flags misalignment, and walks users through corrective feedback — an expert eye, available anywhere.

Camera-based pose detection and posture analysis
Real-time misalignment flags with corrective guidance
Progress-oriented, coach-style feedback loops
On-device AI for responsive, private analysis

Fitness app development →AI integration guide →

Sports & Media

FanHall NFL

The Challenge

NFL fans live across a dozen apps for news, scores, and highlights. FanHall wanted one fast destination — breaking news, real-time scores, and player highlights the moment they happen.

What We Built

We built a sports media app around speed: a real-time score center, curated breaking-news feeds, and player highlight reels in a swipe-friendly layout. Push notifications keep fans in the game without living in the app, and the content pipeline is structured to handle game-day traffic spikes.

Real-time scores and game tracking
Breaking news feeds with push notifications
Player highlights in a mobile-native layout
Built for game-day traffic patterns

Custom mobile development →See it in the portfolio →

Every project here followed the same playbook: a scoping call, a fixed-milestone plan, agile sprints with demos, and a documented handover.

See how we work

Your product could be next

Start Your Project