Gagan Suie

Building end-to-end agentic security

[Gagan Suie @gagansuie]

Source - The Register: https://t.co/beXo5ZSkdE

[Gagan Suie @gagansuie]

One phone call to a contact center agent exposed 5.7 million Qantas customer records.

[Gagan Suie @gagansuie]

Oxidize cannot stop the call, but binds access to device-level identity and scores every flow with inline ML at a single inspected egress, so a mass API pull is flagged as it happens.

[Gagan Suie @gagansuie]

Source - Microsoft Security Blog: https://t.co/eW3CUabt7u

[Gagan Suie @gagansuie]

Your MFA worked. The attacker relayed your code in real time and took the session anyway.

[Gagan Suie @gagansuie]

Oxidize binds access to device-level cryptographic identity and re-verifies sessions continuously. A cookie replayed from the attacker's machine is not the identity, and inline ML scores every flow at a single inspected egress.

[Gagan Suie @gagansuie]

Source - Infosecurity Magazine: https://t.co/fPvnvUZqa2

[Gagan Suie @gagansuie]

In 2026, the most common way ransomware crews get in is not an exploit. It is a valid VPN login.

[Gagan Suie @gagansuie]

Oxidize removes the concentrator: no VPN to dial into, no flat network to land on. Access is identity-brokered, device-bound, continuously re-verified, and every flow is scored inline.