A novel and lucid Schiff base, designated as AHN, exhibiting multiple analytical responses comprising AIEE (Aggregation Induced Emission Enhancement) and colorimetric activity towards distinct analytes has been designed and synthesized. The probe, AHN, effectively leverages AIEE activity to selectively detect picric acid (PA) on behalf of fluorescence switch-off response amidst other nitro chemicals. Additionally, it offers remarkable colorimetric selectivity to bivalent copper ions (Cu2+) via a distinct colour change from colourless to yellow. The multi-response characteristics of AHN propel its practicality for naked-eye detection of these analytes. The addition of PA to the aggregate of AHN in DMSO with a 90% water fraction induces a quenching in the fluorescence intensity of the AHN aggregate and the limit of detection of PA was found to be 24.5 × 10−7 M with a quenching constant value of 6.21 × 107 M−1. Stern Volmer plots and lifetime measurements, clearly indicate that both static and dynamic processes were involved in the quenching mechanism. It is also evident that ground-state complexation between electron-rich fluorescent aggregates of AHN and electron-deficient PA takes place through π-π interactions and intramolecular hydrogen bonding interactions. Further, AHN in DMSO exhibits a selective colorimetric response to bivalent copper among various metal ions with a detection limit of 3.16 µM which is substantially below the permitted limit recommended by WHO in drinking water. The mechanism of colorimetric response is the complexation of AHN with Cu2+ in the 2:1 stoichiometry, as confirmed by Job’s plot method. Consequently, the versatility of probe AHN in detecting PA and Cu2+ through distinct mechanisms fosters its significance in the field of sensing and opens promising avenues for practical sensing applications.