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Active R&D · Selected Works

A studio forambitious product work.

Research areas we invest in today. — eleven years of engineering for banking, telecom, aviation, gaming, and AI. A portfolio built with intention, delivered with discipline, measured in outcomes.

0+
Years
Since 2013
0+
Enterprise clients
Banking to gaming
0M+
Users reached
Code we shipped
2×
Webby Awards
Bell app — 2023, 2025
Webby 2023 Webby 2025 Open-source R&D Enterprise-grade

Trusted by leaders at

National Bank
National BankCore Mobile Banking Platform
Bell
Bell2x Webby Award-Winning App
Air Canada
Air CanadaAviation Digital Systems
ScotiaBank
ScotiaBankFinancial Technology Platform
IBM
IBMEnterprise AI Solutions
TELUS
TELUSSmart Home IoT Platform
Ubisoft
UbisoftGaming & Interactive
PNC Bank
PNC BankDigital Banking
ABB
ABBIndustrial Automation
Canada Life
Canada LifeInsurance Technology
TouchTunes
TouchTunesMusic & Entertainment
Alcoa
AlcoaManufacturing Systems
Ville de Montréal
Ville de MontréalMunicipal Platform
RAVL
RAVLEnterprise Platform
Active R&D

Research, rehearsed
before the work begins.

Four continuous research tracks feed every client engagement — so what lands on the first sprint already carries months of validation behind it.

01 / 04

AI operating models

We are building agent architectures, copilot interfaces, and automation pipelines that let businesses run faster with fewer manual steps. Our R&D covers multi-agent orchestration, RAG-powered knowledge systems, and AI workflows that integrate directly into existing operations.

02 / 04

Mobile-first systems

We are pushing the boundaries of native app architecture — SwiftUI and Compose patterns, offline-first data sync, cross-platform code sharing with KMP, and design system portability between iOS and Android. The goal: faster mobile delivery without sacrificing quality.

03 / 04

Interface experimentation

We prototype premium UI directions, motion systems, editorial layouts, and refined interaction patterns. Every experiment feeds back into our client work — better transitions, smoother flows, and interfaces that feel considered.

04 / 04

Reusable foundations

Every project we deliver leaves behind a stronger foundation for the next one. We invest in shared component libraries, starter architectures, CI/CD templates, and tested patterns — so client work starts from a position of strength, not from scratch.

Industry Coverage

A portfolio spanning
thirteen industries.

From regulated banking cores to AAA gaming pipelines, from real-estate marketplaces to multi-model AI councils — the systems we've shipped carry the stress-test of very different rooms.

Core sectors Emerging work
0
Industries
delivered
Fintech & Banking18%
Telecom16%
Gaming / AAA14%
Industrial / IoT12%
AI & Dev Tools10%
PropTech9%
Other21%
Case Studies

Explore our digital solutions.

At the end of the day, it's about doing great work that gets results. Explore a selection of some of our favourite pieces of work.

Featured · Live Engagement
Real Estate / PropTech

Spot

Spot & Spot Management — AI-powered rental & property management platform

Spot

Built two fully functional, white-labeled real estate applications from the ground up. Spot is a long-term rental app for tenants with AI-powered search and market analysis. Spot Management is a self-service property management platform enabling small and mid-tier landlords to manage their properties independently — with integrated AI data analysis, rental market consensus, automated valuations, and intelligent tenant matching — eliminating the need for large PM companies.

Challenge

Property management tools are built for large firms, leaving small and mid-tier landlords with no affordable, self-service option. Rental pricing relies on gut feeling, tenant screening is manual, and there's no data-driven decision support for independent landlords.

Outcome

Two production-ready iOS apps with SwiftUI, Supabase backend, Stripe payments, and a shared DesignSystem package. AI-powered rental price consensus engine analyzing comparable listings. Intelligent tenant matching with scoring algorithms. Automated property valuation with market data integration. 17 services across 5 tiers (Core, Business, Engagement, User, Compliance). Full white-label architecture with brand-switchable design tokens.

Illustrative dashboard · case study impact varies
AI Match Accuracy+12.4%
94.2%
Tenant Matching Rate+23.1%
87.6%
Services Deployed5 tiers
17
Avg. Valuation Time−68%
1.2s
SwiftUISupabaseStripeAI AnalyticsWhite-labelDesign System
The Journey

A decade of compounding craft.

Every engagement leaves behind a stronger foundation — a tested pattern, a proven tool, a refined instinct — that the next one inherits.

Team growth
00people
Span
2015 — 2026
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3
4
6
8
10
12
2015
2018
2021
2022
2023
2024
2025
2026
Now
Vol. 01

Selected Case Studies

See all
Vol. 02

Most Recent Work

See all
0+
Projects archived
0+
Clients served
0%
Cross-platform reuse
0%
Defects reduced

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SMMS DigitalSMMS Digital

AI products, mobile applications, web platforms, and digital systems for ambitious teams.

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12+
Years
29+
Clients
200M+
Users
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