AI-based cybersecurity tools are in their earlier stages of evolution. Albeit, cybersecurity professionals' expectations are well beyond the limitations of the tools. Not only must the tools identify both known and unknown threats, but cybersecurity experts are also expecting AI-based tools to decide the best way to respond to cyber-attacks. Some experts are foreseeing the future where the tools also explain the methodology to arrive at a particular countermeasure against a security threat.