Reco Application Discovery is a commercial shadow IT discovery solution by Reco. WitnessAI Platform is a commercial AI SPM solution by WitnessAI. Features, integrations, deployment and the company behind each one, side by side.
What our shortlists say about the one we picked.
Best for: Network-level AI visibility with no endpoint clients
It belongs here because it sees AI use from the network, which means no endpoint clients or browser extensions to roll out. It fits mid-sized and large companies that want staff-use controls and agent governance in one place. Its listed integrations are few, so ask how it connects to your identity, logging and network setup before you commit.
From Best AI Security Solutions for Business, Fall 2026
Reviewed by Nika (Nikoloz) Kokhreidze.
Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations
Enterprise AI security platform for visibility, governance, and protection
See more solutions in this category, or build a security stack from your picks.
Based on what each listing shows: deployment, company size, price and open source.
Reco Application Discovery fits if you are a small business.
Common questions when comparing Reco Application Discovery vs WitnessAI Platform for shadow IT discovery.
Reco Application Discovery: Discovers and tracks SaaS apps, shadow IT, AI tools, and integrations. Built by Reco.
WitnessAI Platform: Enterprise AI security platform for visibility, governance, and protection. Built by WitnessAI.
The table above shows where their features, integrations, deployment and company size fit differ.
Reco Application Discovery is made by Reco. WitnessAI Platform is made by WitnessAI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.
In part. Reco Application Discovery and WitnessAI Platform are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ.
No Shadow IT Discovery shortlist yet. This is the closest one.
Updated 2026-11-02
See the shortlist
