- Small teams or low-complexity stacks: Organizations operating a small number of services and seeking only metrics/logs/traces with minimal setup may find other SaaS solutions (e.g., Datadog, New Relic, Grafana Cloud) faster and simpler to deploy and operate.
- Developer-first APM requirements: If the primary objective is deep APM (profiling, code-level diagnostics, developer workflows) rather than topology-driven operations RCA, other vendors may provide stronger native code-level capabilities.
- Insufficient implementation bandwidth: Organizations unable to allocate engineering time for integrations, modeling, and iterative tuning risk not realizing the platform’s potential benefits.
- Strict compliance or data residency needs with limited public documentation: While SOC 2/3 is stated, if specific ISO certifications, detailed encryption specifications, or regional hosting guarantees are required, buyers should perform extended due diligence and consider alternatives with more-transparent public compliance programs.