Shadow AI Discovery
Map AI services visible in your logs
Unmanaged AI use can be difficult to identify. During your assessment, Ayliea maps the AI surface from the network metadata you share — detecting 40+ AI services without agents, without decryption, and without impacting performance.
HOW IT WORKS
How Your Assessor Maps the AI Surface
You Share Your Logs
As part of the engagement, you share firewall, DNS, or proxy logs. Your assessor works from the metadata you provide — no agent to install, nothing to deploy on your network.
We Map the AI Surface
Your assessor analyzes TLS handshake metadata and DNS queries to identify which AI services your traffic reaches. Traffic is never decrypted and request contents are never read.
You Get a Documented Inventory
Your report includes a inventory of AI services visible in the supplied evidence — who's using them, how much data is flowing, and the risk level each one carries.
CAPABILITIES
What Shadow AI Discovery Does
Visibility into AI services present in the evidence you provide — without compromising privacy or performance.
40+ AI Services Detected
ChatGPT, Claude, Midjourney, GitHub Copilot, Jasper, Notion AI, and dozens more. Our detection library is continuously updated as new AI tools emerge.
Firewall Blocklist Deliverable
Your assessment can include a firewall blocklist in formats compatible with Zscaler, Netskope, Palo Alto, and other firewalls — ready to load when you set policy.
Usage Visibility
See which teams and users are accessing AI tools, how much data is being sent, and which tools are sanctioned vs. shadow AI.
Risk Classification
Every discovered AI tool is reviewed for potential risk based on data handling practices, security posture, and compliance certifications.
Privacy-First Methodology
No agents on endpoints. No traffic decryption. Your assessor works from DNS queries and TLS handshake metadata only — request contents are never read.
Delivered in Your Report
The AI surface map is part of your assessment deliverable — no agents to roll out, no traffic decryption. Discovery evidence is delivered as part of your signed package.
Discovery Is Just the Beginning
Shadow AI findings flow directly into your governance workflow — register discovered tools as governed systems, classify their risk, and document remediation priorities.
See What's on Your Network
Map the shadow AI on your network as part of your assessment. Request a scoping call to scope it in.