Identity Use Case
Cloud accounts are now the #1 MITRE ATT&CK technique — dethroning PowerShell for the first time (Red Canary 2025). Identity attacks grew 4x year over year. The perimeter isn't the firewall anymore — it's Okta, Entra ID, and Active Directory.
But most orgs treat identity logs like any other data source: ship them to the SIEM, run a few simple rules. "5 failed logins." "Impossible travel." That's it. The impossible travel rule fires on every VPN reconnect, every airport WiFi, every phone switching from cellular to broadband. It's noise, not detection.
Worse, there's no cross-source correlation. Your IdP knows someone logged in from a new location. Your EDR knows a suspicious process ran. Your cloud logs know a sensitive resource was accessed. But nobody connects those three events into one story because they live in three different tools.
And it all runs on a schedule. A compromised credential can be used for hours before the next batch search catches the initial login.
How spotr.io Does It
All identity sources — Okta, Entra ID, AD, Duo, LDAP — stream alongside endpoint, network, and cloud data. One pipeline. One detection engine.
Cross-source sequence models connect the full chain: auth event → endpoint action → cloud resource access. Behavioral baselines learn per-user patterns continuously — login times, access patterns, privilege usage. Negation catches what didn't happen: "login from new geo BUT no MFA challenge."
Eight identity-specific detection types out of the box: credential stuffing, account takeover, impossible travel (with real context, not just geo), privilege escalation, first-time access, MFA bypass, dormant account usage, and lateral movement via identity.
The AI SOC Analyst presents identity signals with full context — who, from where, what they accessed, what's abnormal, and why it matters.
The Conversation
"Cloud accounts are the #1 attack technique. How are you detecting identity-based attacks today?" — Most will say impossible travel and failed login thresholds.
"Can you correlate an auth event with what that user did next on the endpoint and in the cloud?" — Almost nobody can.
"What if every identity event was correlated with everything else, in real time, with behavioral baselines?" — That's spotr.io.