AI Security Posture Management vs Productiv Platform: Side-by-Side Comparison (2026)

Enterprise security teams deploying homegrown AI agents and SaaS tools across multiple platforms need Zenity's AI Security Posture Management because shadow AI discovery actually works across your sprawl, not just in managed environments. The platform covers 195 employees' worth of focus on AI agent visibility paired with detection and response capabilities that address ID.AM and DE.CM simultaneously, closing the gap most teams face between knowing what AI is running and stopping misuse. Skip this if your organization treats AI security as a compliance checkbox rather than an operational priority; Zenity requires active threat hunting and response workflows to justify the cost. Mid-market and enterprise security teams drowning in Shadow IT will find immediate value in Productiv Platform because it actually inventories AI tool usage and data training exposure, not just flagged SaaS apps. The platform covers both ID.AM asset discovery and GV.SC supply chain risk, which means you're getting visibility into what's exposing your data through third-party models, plus contract and compliance tracking to close the gap. Skip this if you need deep endpoint detection or need to manage on-premises infrastructure; Productiv is SaaS-centric and won't replace your EDR.

Based on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion: