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Product studio

We build software that ships.

We design, build, and run our own products, then bring that same product muscle to yours.

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Our productWe are the makers of MonroeMatch.

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Services

What we do

App Development

iOS, Android, and cross-platform apps built to ship and scale.

Web Platforms

Fast, server-rendered web apps that load right and rank.

AI and ML Integration

Recommenders, search, and LLM features wired into real products.

Product Strategy and Design

From rough idea to shipped product, with the architecture and design to back it.

Our product

MonroeMatch

MonroeMatch pairs a curated, human feel with a real recommendation engine. Collaborative filtering, SVD, and TF-IDF work together to surface a few strong matches instead of an endless swipe pile.

Monroe Applications Ltd. is the sole owner of MonroeMatch, including the monroematch.com website, the MonroeMatch brand, all user data and accounts, and all related intellectual property. We designed it, built it, and we run it.

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Recommendation engine
CF + SVD

Recommendation engine

Content matching
TF-IDF

Content matching

Product we own and run
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Product we own and run

monroematch.com
The MonroeMatch homepage, a product designed, built, and operated by Monroe Applications Ltd.
monroematch.com, wholly owned and operated by Monroe Applications Ltd.
How we work

From idea to operation.

Discover

We pin down the real problem, users, and constraints before a line of code.

Design

Systems, UX, and architecture designed to ship, not to demo.

Build

Tested, server-rendered, production-grade engineering.

Ship and Operate

We launch it, measure it, and keep it running.

Our story

Built by a matchmaker and an engineer.

Monroe started with a simple idea: bring the warmth of real matchmaking to the ease of an app. Krystal Walter and Jason Mandseth built MonroeMatch to do exactly that. Monroe Applications is the studio that designs, builds, and runs it, and brings that same product muscle to client work.

Monroe Applications Ltd. is a product-led studio incorporated in Canada.

Krystal Walter and Jason Mandseth, founders of Monroe

Krystal Walter

Co-Founder

Krystal has run a boutique, high-end matchmaking practice since 2012, recognized by Bloomberg, Elle, Yahoo Finance, CTV, and Global. She brings the craft of matchmaking: deep profiling, real compatibility, and connections built to last.

Jason Mandseth

Co-Founder and CTO

Jason builds the product. He turns the matchmaking craft into real software: the recommendation engine, the platform, and the apps behind MonroeMatch.

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Tell us what you want to build.

Real reply, no sales funnel.