Productiv Platform is a commercial shadow it discovery tool by productiv. Reco Generative AI Discovery is a commercial shadow it discovery tool by Reco. Compare features, ratings, integrations, and community reviews side by side to find the best shadow it discovery fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, integrations, company size fit, here is our conclusion:
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.
Security teams drowning in shadow AI sprawl need Reco Generative AI Discovery because it actually maps data flows into GenAI tools instead of just listing them, turning discovery into actionable risk context. The tool covers hundreds of AI platforms across Google Workspace, Microsoft 365, and Salesforce simultaneously, so you're not chasing detection gaps every time a new chatbot emerges. Skip this if your organization has locked down generative AI at the gateway level; Reco assumes users have already found ways around your policies and works backward from there.
SaaS and AI application management platform with visibility and control
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
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Common questions about comparing Productiv Platform vs Reco Generative AI Discovery for your shadow it discovery needs.
Productiv Platform: SaaS and AI application management platform with visibility and control. built by productiv. headquartered in United States. Core capabilities include SaaS application discovery and inventory, Shadow IT detection, AI feature detection across applications..
Reco Generative AI Discovery: Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS. built by Reco. headquartered in United States. Core capabilities include Shadow AI tool discovery across enterprise environments, AI agent detection and tracking, Data flow mapping to AI systems..
Both serve the Shadow IT Discovery market but differ in approach, feature depth, and target audience.
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