Blog

What we actually built, and why.

Case studies from real client projects: the problems, the decisions, and the systems behind them.

App Development
· 6 min read
How Long Does It Take to Build an App? Real Timelines from Our Projects

Realistic app development timelines by app type, from MVPs to multi-app platforms, with real delivery times from our projects and what speeds a build up or slows it down.

Pricing Guide
· 8 min read
How Much Does It Cost to Develop an App in 2026?

Real app development costs in 2026 by app type, from simple MVPs to dating, on-demand and live streaming apps, plus what drives the price and how to keep it down.

Pricing Guide
· 8 min read
How Much Does Custom Software Development Cost in Canada? (2026 Guide)

Real price ranges for custom software, mobile apps, web apps, POS systems and AI agents in 2026, what drives the cost, and how to keep your budget under control.

Restaurant Tech
· 7 min read
Custom Restaurant POS vs Square, Toast and Lightspeed: Real Costs for Canadian Restaurants

An honest comparison of off-the-shelf restaurant POS systems and a custom-built POS for Canadian restaurants: costs, fees, offline support and when each one makes sense.

Pricing Guide
· 6 min read
How Much Does It Cost to Maintain an App in 2026?

What app maintenance really includes, typical monthly and yearly costs, what drives them, and how real-time support differs from a basic maintenance plan.

AI & Data Science
· 4 min read
Building a Standalone AI Agent for Car Price Prediction

How we delivered a standalone AI agent that predicts a car's market price from its make, model, condition, and mileage, built for direct integration into a client's own system.

Web Development
· 4 min read
Building a Unified Storefront and Admin Panel for an Event Ticketing Platform

How we built TicketEve's public storefront and unified admin panel in Laravel, tying together web and mobile ticket sales, listings, and notifications in one place.

Web Development
· 4 min read
Why a Restaurant POS Needs a Real Web Admin Panel

The web-based admin panel behind our Restaurant POS System: menu management across stations, sales reporting, and account control that doesn't require touching the till.

Web Development
· 4 min read
Moderating a Live Dating and Streaming Platform: Sparsha's Admin Panel

How we built the operational backbone behind Sparsha: an admin panel for reviewing gender verification, moderating live content, and monitoring platform activity.

Mobile App Development
· 5 min read
Encoding and Encrypting Data onto NFC Tags Without a Dedicated App

How we built a system to write encrypted data onto NTAG216 and MIFARE Classic 1K NFC tags, readable by tapping with any NFC-enabled phone, no app required.

Process Automation
· 4 min read
From One Session to Many: Scaling Email Automation with a Chrome Extension

How we rebuilt a desktop email automation bot as a browser-native Chrome extension to run multiple sending batches in parallel and reduce spam detection risk.

Process Automation
· 4 min read
Automating Bulk Email Sending with a Desktop App

How we built a Flutter desktop app that automates bulk marketing emails through Gmail using Selenium, with one-click start and support for multiple sender accounts.

Process Automation
· 4 min read
Automating Actions from Android Notifications with Accessibility Services

How we built a background automation app that watches for specific notifications and automatically triggers clicks, app launches, and navigation using Android Accessibility Services.

Process Automation
· 5 min read
Building a Web Scraping Service That Scales: Selenium Grid, Docker, and FastAPI

How we built an automated Twitter/X data-extraction service designed for scale, using Selenium Grid, Docker, rotating proxies, and a FastAPI backend.

AI & Data Science
· 5 min read
Annotating a Custom Dataset for Blueprint Segmentation in Roboflow

The dataset and training work behind our Mask R-CNN blueprint segmentation model: annotating architectural blueprints in Roboflow and training via Detectron2.

Mobile App Development
· 5 min read
Taking Three Half-Built Apps to Launch: The TicketEve Ticketing Platform

How we took TicketEve's organizer, buyer, and gate-scanner apps from early-stage builds to fully store-ready launch, on top of an existing Laravel backend.

Mobile App Development
· 4 min read
Building a Broker-Mediated Deposit and Withdrawal App

Inside BetPro Master: a Flutter fintech app that lets a broker mediate every deposit and withdrawal request without giving users direct platform access.

Mobile App Development
· 4 min read
Building Picture-in-Picture Video Playback on Android

How we added a picture-in-picture style floating video player to an existing Android app using foreground services, without disrupting the rest of the product.

Mobile App Development
· 4 min read
Reading Encrypted Data from JCOP3 RFID Chips

How we built a mobile app to read data encoded on JCOP3 RFID chips, cross-compatible with third-party readers like Regula Document Reader and Read.ID.

Mobile App Development
· 5 min read
Adapting an On-Demand Services App for a New Market: Khidma Plus

How we localized an on-demand handyman services app for the UAE market, with English and Arabic support, OTP autofill, and workflow changes that matched local expectations.

AI & Data Science
· 6 min read
Reading Architectural Blueprints with Computer Vision: The Mapify Pipeline

How we trained a Mask R-CNN model to read architectural blueprints and convert them into navigable indoor maps for the Mapify indoor navigation apps.

Mobile App Development
· 5 min read
Verifying Identity with Voice and Face Recognition: Building Sparsha's Onboarding

How we built gender verification into Sparsha, a dating and live-streaming app, using both voice analysis and facial recognition before any user could interact.

Custom Software
· 10 min read
How We Built an Offline-First Restaurant POS System

Inside the restaurant POS system we built and still run for Bocconcino Pizza & Donairs in Burlington, Ontario: offline order queuing, kitchen routing, and horizontal scaling across cashier stations.