AI-powered adversaries move at machine speed. Your legacy SIEM charges you per gigabyte to watch. Something has to give.
Adversaries have weaponized AI to automate campaign planning, credential churning, and lateral movement at machine speed. They don't care about your office hours, your staffing shortages, or your budget cycles.
AI enables attackers to mimic legitimate behavior so well that high-severity alerts lose their meaning. The breach hides in the low-severity noise your team ignores.
You don't get to choose the pace of the race. An AI attacker finds your blind spots in seconds. Your analyst opens the ticket next morning.
AI-powered adversaries use automated precision to find the one low-severity alert your team chose to deprioritize. That's their entry point.
If you don't investigate every alert, you're letting an AI-enabled agent sit in your network for free. Manual triage can't cover the volume.
In 2024-2025, North Korean groups used LLMs to build flawless fake identities and get hired as remote IT workers. They delivered professional-grade code, maintained cover for months, and funneled billions back to North Korea.
They didn't break in.
They were onboarded.
To catch a silent AI attacker, you need hundreds of AI SOC Analysts ready the millisecond an alert fires. Not 8 analysts reviewing dashboards.
A human analyst runs a handful of queries per investigation. An AI SOC Analyst running a 3-layer blast radius investigation generates 5x to 10x more queries per event. On a legacy SIEM, that means your bill goes vertical.
Vigilense AIDeploy AI agents to see the cost impact...
Stay secure and go bankrupt.
Or stay on budget and stay blind.
Queries are a commodity. They should cost commodity prices. Charging premium rates just to search a database you already own isn't security - it's a breach of trust by the very provider you handed the keys to.
| Capability | Legacy SIEM | Vigilense AI |
|---|---|---|
| Pricing | Per-GB ingestion tax | BYODb - $0 ingestion |
| Data | Vendor-controlled silo | Your infra, your control |
| Alerts | Static risk scoring | Dynamic risk consolidation |
| Investigation | Manual, linear | 3-layer blast radius |
| Cost at Scale | Exponential | Flat - $0 ingestion |
Investigation queries run on your cost-efficient databases. You pay for storage once. We provide the brain. No query tax.
State-aware reasoning increases investigative depth by 10x without increasing your bill. Every alert, every time.
Every alert investigated three layers deep automatically. A complete forensic story before a human even logs in.
What 3-layer blast radius actually means:
Layer 1: Alert triage - enrichment across 50+ sources, deduplication, initial verdict.
Layer 2: Lateral investigation - pivot to related endpoints, identities, sessions, and network paths. What else did this actor touch?
Layer 3: Causal reasoning - timeline reconstruction, root cause analysis, and full evidence chain. What happened, how, and what's the blast radius?
The output isn't a summary. It's a forensic case file - ready for human review or automated resolution.
Every vendor claims AI. Not every vendor has rebuilt the architecture. Before you evaluate any platform - including ours - ask these. For a deeper framework, see our SIEM Buyer's Guide.
If the AI sits on top of a legacy SIEM, you're paying twice. Once for ingestion, once for AI compute.
Data sovereignty isn't a feature. It's a requirement. If your vendor controls your data, they control your exit.
Depth without financial sustainability is a demo, not a product. Ask for the math at scale.
If your AI SOC returns the same alert data in different words with a probability score, that's a summarizer, not an analyst. Ask to see a 3-layer investigation output.
Security that's autonomous, exhaustive, and financially sustainable. That's not a pitch. It's a requirement.
In pilot with enterprise security teams across technology, financial services, healthcare, and government.
Book a Demo or estimate your savings first →Risk-free pilot · No charge until proven value · Results guaranteed