AI Blue Team Services
Defensive security operations for AI systems — monitoring, detection, and incident response purpose-built for machine learning.
The Challenge
Traditional SOC tools and SIEM rules were not designed for AI threats. Model drift, adversarial inputs, data pipeline anomalies, and prompt injection attacks require specialised detection capabilities that most security teams lack.
Our blue team builds and operates AI-specific defensive capabilities so your organisation can detect, respond to, and recover from AI security incidents.
What We Deliver
AI Threat Detection
- Custom detection rules for adversarial inputs
- Prompt injection and jailbreak monitoring
- Model behaviour anomaly detection
- Training pipeline integrity monitoring
Model Monitoring
- Performance drift and data drift tracking
- Output distribution monitoring
- Confidence score anomaly alerting
- Automated retraining trigger assessment
Infrastructure Security
- Inference API hardening and rate limiting
- Model serving environment security
- Data pipeline access control review
- MLOps platform security configuration
Incident Response
- AI-specific incident response playbooks
- Model rollback and containment procedures
- Forensic analysis for AI security incidents
- Post-incident review and hardening
Engagement Models
Security Architecture Review
One-time assessment of your AI security posture with recommendations for monitoring, detection, and response improvements.
Duration: 2–4 weeks
Detection Engineering
We build and deploy custom detection rules and monitoring dashboards for your AI systems, integrated with your existing security stack.
Duration: 4–6 weeks
Managed AI Defence
Ongoing monitoring and response for AI threats. Our team operates as an extension of your SOC with AI-specialist capabilities.
Duration: Ongoing retainer
Platform Integration
All blue team findings and monitoring data feed directly into the LittleData.ai platform, giving you a single pane of glass for AI risk visibility.
Build your AI defence capability
Let our blue team help you detect and respond to AI-specific threats.