Features, pricing, ratings, and pros & cons — compared head-to-head.
Reco Application Discovery is a commercial shadow it discovery tool by Reco. 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.
Based 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 SaaS and AI tool sprawl should start here; Reco Application Discovery actually finds what your users are connecting to without requiring manual scans or agent deployment across hundreds of apps. The real strength is continuous OAuth and integration mapping across Google Workspace, Microsoft 365, and Salesforce, which catches the shadow AI agents and third-party connections your access logs miss entirely. Skip this if you need endpoint visibility or vulnerability scanning; Reco is asset discovery only, not remediation.
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.
Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations
Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS.
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Common questions about comparing Reco Application Discovery vs Reco Generative AI Discovery for your shadow it discovery needs.
Reco Application Discovery: Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations. built by Reco. Core capabilities include Real-time application discovery and monitoring, Shadow SaaS detection, Shadow AI and AI agent detection..
Reco Generative AI Discovery: Discovers and tracks shadow AI tools, AI agents, and GenAI usage across SaaS. built by Reco. 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.
Reco Application Discovery differentiates with Real-time application discovery and monitoring, Shadow SaaS detection, Shadow AI and AI agent detection. Reco Generative AI Discovery differentiates with Shadow AI tool discovery across enterprise environments, AI agent detection and tracking, Data flow mapping to AI systems.
Reco Application Discovery is developed by Reco. Reco Generative AI Discovery is developed by Reco. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.
Reco Application Discovery integrates with Google Workspace, Microsoft 365, Salesforce, ServiceNow, Workday and 3 more. Reco Generative AI Discovery integrates with Google Workspace, Microsoft 365, Salesforce, ServiceNow, Workday and 3 more. Check integration compatibility with your existing security stack before deciding.
Reco Application Discovery and Reco Generative AI Discovery serve similar Shadow IT Discovery use cases: both are Shadow IT Discovery tools, both cover Shadow AI. Review the feature comparison above to determine which fits your requirements.
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