PortalNet MD Sirilak Chhuenprasert presented a framework at NECTEC-ACE 2026 for moving AI from pilot to production: validate use cases aligned with business goals, assess infrastructure readiness, and implement robust data management and security (including quantum-safe cryptography). The firm promotes IBM-based solutions and positions itself as a technology partner helping Thai organizations design scaled AI deployments with appropriate compute, storage, and risk mitigation layers.