AI Arms Race: Predictive Cyber Defence Is Here
Published: August 20, 2025 (retrospective)
The AI cybersecurity market is projected to hit $60B by 2028—and for good reason. In August 2025, SentinelForge v2’s predictive threat hunting caught a client ransomware pivot 72 hours before it would have detonated. No SOC. No SIEM subscription. Just CrewAI agents, local LLMs, and disciplined governance.
SentinelForge v2 Production Stack
proxmox-ve
└── sentinelforge (docker)
├── crewai crews (24/7 autonomous monitoring)
├── ollama (local inference)
├── grafana (observability)
└── uptimekuma (SLA: 99.9%)
The Catch: Anatomy of a Prevention
- Day 1: Anomalous LDAP query pattern flagged by Audit Crew
- Day 2: Lateral movement indicators correlated across 3 systems
- Day 3 (72h): Human review triggered; client isolated affected segment
- Result: Zero encryption, zero ransom, zero downtime
What This Means for SMEs
Enterprise-grade predictive defence is now accessible without enterprise budgets. The stack cost: £0/month in cloud tokens, running on repurposed hardware.
- AI agents don’t get tired—24/7 monitoring without alert fatigue.
- Local inference keeps sensitive threat data off third-party servers.
- Governance logs every detection decision—invaluable for insurance and compliance.
Want predictive AI defence for your business? Book a Secure AI QuickScan.
Next: EU AI Act compliance—governance frameworks in practice (Nov 2025).