Looking ahead to 2026 , threat intelligence systems will experience a marked evolution . We expect a expanded emphasis on automation workflows, with increased utilization of AI for threat detection . Integration with extended detection and response (XDR) will be paramount, enabling better incident response . Furthermore, data visualization capabili