Why Rampart

Behavioral AI alone misses known threats. Threat intel alone misses novel anomalies. Rampart combines both.

The Broken Approach

Behavioral AI Alone

Statistical anomaly detection catches deviations from baseline, but lacks context.

✓ Catches novel behavior never seen before
✓ Works on encrypted traffic
✓ Zero false positives on known attacks

But it fails when...

  • • A known malware strain activates (no threat intel correlation)
  • • An attacker moves slowly (may not trigger anomaly threshold)
  • • Context about adversary intent is missing

Threat Intel Alone

Pattern matching against known adversary signatures and IOCs.

✓ Knows active campaigns & TTPs
✓ Contextualizes threats immediately
✓ Prioritizes by threat actor capability

But it fails when...

  • • A zero-day exploit activates (no signature yet)
  • • An APT uses a completely new toolchain
  • • The IOC is stale or false

The Rampart Solution

Behavioral AI + Threat Intelligence = True Threat Detection

  • Behavioral AI catches zero-day anomalies that signatures miss
  • Threat intel provides immediate context and prioritization
  • Combined signals eliminate false positives through corroboration
  • LLM layer translates technical signals into actionable risk narratives

Real-World Example: Scattered Spider

Behavioral AI Only

Detects unusual credential usage at 3 AM across 15 systems in a 30-minute window.

⚠️ Problem: Could be legitimate sysadmin work. Alert is suspicious but lacks context. SOC team investigates manually for hours.

Threat Intel Only

Knows that Scattered Spider is actively targeting your industry. Feeds indicate recent phishing campaign.

⚠️ Problem: No active indicator matched. Campaign might not be live in your network. False sense of security.

✓ Rampart

Behavioral AI: Detects anomalous credential usage.

Threat Intel: Correlates to Scattered Spider's known TTPs (T1078 - Valid Accounts).

LLM Alert:

"High-confidence lateral movement detected (ATT&CK: T1078 - Valid Accounts). Timing, scope, and TTP alignment match Scattered Spider's active campaign targeting your sector. Immediate investigation recommended: [Action 1] [Action 2] [Action 3]"

Why Rampart Wins

Faster Time-to-Detection

Zero-day behavioral anomalies detected in seconds, not weeks of tuning.

Lower False Positives

Corroboration between AI and threat intel eliminates 80% of noisy alerts.

Smarter Prioritization

Threats are ranked by both urgency (behavioral deviation) and impact (adversary intent).

Stop choosing between AI and threat intel. Get both.

See how Rampart detects threats that single-approach tools miss.