Console Shadow IT vs Reco Generative AI Discovery: Side-by-Side Comparison (2026)

Console Shadow IT

Mid-market and enterprise teams drowning in SaaS sprawl should use Console Shadow IT for the cost recovery angle; most shadow IT tools treat spend optimization as a secondary feature, but this platform leads with unused license identification and per-application cost estimation that actually justifies the deployment to finance. The vendor's NIST Asset Management coverage reflects proper application inventory discipline, which is the prerequisite for any compliance audit touching SaaS usage. Skip this if your primary concern is stopping risky app adoption in real time; Console Shadow IT identifies what's running and costs money, not what's about to breach your data residency policy.

Reco Generative AI Discovery

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.