To pair with oak cabinets, lean into soft, warm neutrals like warm ivory, creamy beige, or soft greige, using low-sheen finishes to honor the grain. Gentle greens such as sage or soft olive and airy blues in light to mid tones also work well, preferably in matte or satin. Balance…