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RoommateConnect.AI
Finding Inspiration At Every Turn
Compatibility was co-founded by Andrea Meltzer and Dr. Kim Rubenstein, two women who share a passion for building solutions that promote diverse, harmonious communities.
Given that 1/3 students leave the college or university (costing the government and taxpayers $15.5B annually) where they begin their studies within the first six months, which is similar to retention research in the professional workplace, Compatibility was founded to create relationship solutions that will impact any member of a community’s decision to stay.

Motivated by the fact that 1/3 students leave the college or university (a $15.5B annual pricetag for government and taxpayers) where they begin their studies within the first six months, RoommateConnect.AI was created to avoid roommate conflicts by recommending best-fit recommendations and tips for relationship success for on- and off-campus student housing.
RoommateConnect.AI is Compatibility’s first groundbreaking product.
We’ve proven that roommate satisfaction and feeling like I belong in a living community is directly related to theories of marginality & mattering, identity development, belonging, and other factors that include personality attributes, behavioral styles, and attitudes. When people feel seen, valued and heard, they feel a sense of community and are more likely to stay.
We’ve created a BEST IN CLASS, unique, predictive model that pairs roommates more successfully than has ever been accomplished. Our emphasis is on the predictive aspects of relationship DNA that, when paired, poise relationships and relationship experiences for great success.
Sometimes it’s the differences that exist amongst all of us that make all the difference, and that’s the “secret sauce” that makes RoommateConnect.AI the gold standard in matching.
While there is a natural tendency for people to seek out others who appear just like themselves, this is not a recipe for roommate relationship success. In fact, when people are matched on areas of similarity and differences, the relationships are far more likely to succeed.
After receiving hundreds of requests from students who successfully relied on RoommateConnect.AI on campuses to help them find roommates as they progress from college to career, Compatibility is now expanding into the general housing and co-living markets.
Utilizing findings from years of research and successful roommate outcomes, Compatibility continues the journey of applying their methodology of matching people on unique areas of similarities and differences demonstrated to be predictive of relationship satisfaction to create world-class matching technology solutions.