Vendors often claim full autonomy, zero oversight, and instant ROI. In reality, agents require robust orchestration layers, domain tuning, and deterministic pipelines to avoid hallucinations and unsafe actions. Moreover, enterprise-grade deployments need identity, permissions, and auditability baked in; without those, autonomy becomes a liability rather than an asset.
