The single-particle-diagnosis approach allows for the fast discovery of novel luminescent materials using powdered samples. This paper reports a new blue-emitting Sr<sub>3</sub>Si<sub>8–<i>x</i></sub>Al<sub><i>x</i></sub>O<sub>7+<i>x</i></sub>N<sub>8–<i>x</i></sub>:Eu<sup>2+</sup> phosphor for solid state lighting and its scale-up synthesis. The structure-, composition-, and temperature-dependent luminescence were investigated and discussed by means of various analytic techniques including single-crystal XRD diffractometer, single-particle fluorescence spectroscopy, FTIR spectra, decay time, low-temperature luminescence, and computed energy level scheme. Sr<sub>3</sub>Si<sub>8–<i>x</i></sub>Al<sub><i>x</i></sub>O<sub>7+<i>x</i></sub>N<sub>8...