- Small teams or startups without a dedicated DevSecOps or platform engineering resource: the product requires configuration and tuning to reduce alert noise and to realize full value.
- Organizations that require strictly agentless solutions due to governance or architectural constraints: alternative agentless approaches may better suit those needs.
- Organizations that need highly predictable licensing without quote-based procurement and potential true-ups.
- Organizations seeking primarily developer-focused shift-left tooling (for example, integrated SAST/DAST and secure base-image pipelines) without additional platform investment.
Based on review excerpts and available documentation, commonly reported limitations include:
- UI and workflow complexity reported by multiple users.
- Alert noise and fatigue, with requests for more contextual risk prioritization.
- Pricing complexity and potential true-up challenges when estimating growth in nodes or resources.
- Agent resource usage concerns in some environments compared with agentless approaches.
- Feature gaps noted in public reviews (for example, limited agentless Windows VM scanning in some product variants and missing attack-path or exposure features in some configurations).
Roadmap and release timing are not always clearly published on the IBM product overview page; customers should request formal roadmaps and SLAs as part of procurement discussions.