Lack of clear product management processes and structured workflows.
Greater requirement for experienced software developers compared to AI/ML roles.
Management could benefit from deeper technical understanding of software architecture, SDLC, and product lifecycle.
Frequent changes in requirements and deadlines, with limited structured product utilization post-development.