This study employs a qualitative case-study approach, supplemented by feature benchmarking and user reviews (G2, Capterra, 2023–2024). Functional testing was performed via a simulated SME environment over 90 days. Data sources include Qontak’s technical documentation, API references, and interviews with three Indonesian enterprise clients (retail, logistics, and fintech sectors).