The Breach Is Already
Inside Your Database.
Perimeter tools guard the edge. But once credentials are valid, every malicious query looks identical to a legitimate one. AEGIS Shield sees the difference — at the query layer, in real time.
Now in limited deployment · Regulated financial environments
See Shield in action.
4-minute walkthrough · No login required
The shift has already started.
Three converging forces are making data-layer security not just possible — but urgently necessary.
The perimeter has already been breached.
83% of database breaches use valid credentials. Perimeter and identity tools can't distinguish legitimate access from a compromised account executing unauthorized queries. The detection gap is structural, not a configuration problem.
Data volume is outpacing security coverage.
Enterprise database instances grew 3× in five years. The attack surface expanded. The tooling didn't follow. DAM tools still operate on delayed log pipelines — designed for a world with 10% of today's data velocity.
Regulatory pressure just became existential.
NYDFS §500, DORA, and SEC disclosure rules now mandate demonstrable data-layer controls — not just perimeter evidence. Organizations without embedded database monitoring face enforcement exposure, not just audit findings.
The database is the next control point in enterprise security infrastructure.
See How Shield Works →Your security stack has a structural blind spot.
Endpoints are monitored. Networks are filtered. Identities are managed. But the moment a query executes, your visibility ends.
The attacker's advantage: Valid credentials make every query look legitimate. DAM tools see logs — after the fact. AEGIS Shield sees intent — at execution time.
Behavioral detection at the query layer.
Shield runs inside your HTAP database — not beside it — with zero ETL and sub-second detection latency.
Behavioral Baselining
Learns individual query patterns per user, role, application, and time window across 90-day rolling baselines. Every deviation scored against the individual fingerprint — not population averages.
Query Intent Classification
Every query classified in real time before results return: routine access, ad-hoc, bulk export, schema reconnaissance, privilege probing. Risk-scored at execution.
Exfiltration Pattern Detection
Detects data staging, chunked exports, cumulative over-access, and obfuscated queries. Tracks longitudinal patterns across weeks — not just individual events.
Cyber Intelligence Enrichment
AI agents correlate database anomalies with live threat intelligence — matching TTPs, IOCs, and adversary campaigns to contextualize every alert with real-world data.
Data Integrity Monitoring
Statistical write-pattern analysis detects subtle record manipulation — modified amounts, altered identifiers, phantom transactions. Catches data poisoning before it compounds.
Compliance Automation
Pre-built evidence packages for SOC 2, NYDFS §500, DORA, PCI-DSS, HIPAA. Audit-ready reports generated automatically. Zero manual log pulls.
Shield intercepts at every stage of the kill chain.
Real-world threat scenarios
Transparent pricing. No surprises.
Annual contracts. On-prem option available on Enterprise tier.
Request a technical demo.
We'll walk through your specific database environment, threat model, and compliance requirements. No slides. No generic pitch. A real technical conversation.
We respond within 1 business day. No sales sequences. No spam.