ERPGuardian - Behavioral Security Analytics Platform
10/10
Demand Score
Insider threats and compromised accounts cause 60% of ERP breaches. Traditional security tools miss ERP-specific attack patterns until it's too late.
9/10
Blue Ocean
Competition Level
$599-999
Price/Month
Predicted customer spend
110 days
Time to MVP
Difficulty: Hard
The Problem
An AI-driven security platform that learns normal ERP usage patterns and detects anomalous behavior indicating insider threats, account compromises, or data exfiltration attempts. It goes beyond tradi
🔗 Validated by Real User Complaints
This problem has been verified through 5 real user complaints:
Competitor Landscape
- Generic SIEM tools (Splunk, QRadar) - not ERP-aware, high false positives
- DLP solutions - focus on data not behavior
- ERP audit tools - retrospective not real-time
Must-Have Features for MVP
ML-based behavioral baseline creation
Real-time anomaly detection with risk scoring
Automated incident response workflows
Forensic investigation dashboard
⚠️ Potential Challenges
- Processing large volumes of ERP logs
- Reducing false positives
- Integration with diverse ERP systems
Risk Level: Moderate
🎯 Keys to Success
- Compliance certification focus (SOC2, ISO)
- Managed service option for smaller companies
- Integration with cyber insurance providers
Ready to Build This?
This hard-difficulty project could be your next micro-SaaS success.