Discover how innovators are solving real-world challenges and creating meaningful impact
2026
AoDL x Arkmind x Securio
Security teams frequently operate under intense pressure with limited time for deep investigation. In many SOC environments, analysts face alert overload and repetitive triage work that drains attention from high-risk cases, disconnected tools and data sources across SIEM, EDR, email security, IAM logs, and more, inconsistent escalation decisions due to varying analyst experience and unclear thresholds, and difficulty proving measurable improvement, especially when "noise reduction" can be mistaken for reduced visibility.
2026
Musang King Valley x MYX IoT Partners
Durian farming performance is heavily influenced by microclimate and water management. Yet many farms face challenges that make consistent outcomes difficult: limited visibility of soil moisture variability across different blocks and zones, reactive irrigation decisions, often made after stress indicators are already present, weather surprises that disrupt flowering and fruiting cycles, and manual recordkeeping, making performance analysis slow and inconsistent across seasons.
2026
Wikicareer x AGMO
Employers managing blue-collar teams often struggle with a combination of people and process issues: high churn and inconsistent onboarding, which disrupt staffing continuity, scheduling across multiple sites and supervisors, often handled in WhatsApp, spreadsheets, and last-minute calls, attendance tracking gaps and manual reconciliation that slows payroll and creates disputes, and limited visibility into fulfillment, productivity, and job matching outcomes—making improvement hard to measure.
2026
STARLAB x PLUS
The Penang Bridge is a critical transport link requiring continuous monitoring for structural integrity, traffic flow, and incident response. Manual inspection and legacy systems limit the ability to detect anomalies early, coordinate response across agencies, and use data for predictive maintenance. An AI-powered safety watch can improve real-time visibility, automate alerts, and support evidence-based decision-making for bridge operators and PLUS.