AI Purple Team Services
Integrated offensive and defensive AI security — bridging the gap between red and blue team operations to mature your security posture.
Why Purple Team?
Red team finds vulnerabilities. Blue team builds defences. But without a structured programme that connects the two, organisations end up with gaps — known attacks that defences do not detect, and monitoring that does not cover real threat scenarios.
Purple teaming brings offensive and defensive capabilities together in collaborative exercises. Attacks are executed, defences are validated in real-time, and gaps are closed systematically. The result is a measurably stronger AI security posture.
What We Deliver
Attack-Defence Exercises
- Structured adversarial scenarios with real-time blue team validation
- MITRE ATLAS-aligned attack coverage mapping
- Detection gap identification and prioritisation
- Joint attack-detection documentation
Control Validation
- Security control effectiveness testing against AI threats
- Monitoring rule validation and tuning
- Alert pipeline testing end-to-end
- False positive and false negative analysis
Maturity Assessment
- AI security maturity baseline measurement
- Gap analysis against industry frameworks
- Prioritised roadmap development
- Benchmarking against sector peers
Continuous Programme
- Regular exercise cadence (monthly/quarterly)
- New threat scenario development
- Detection library expansion
- Progress tracking and maturity scoring
AI Security Maturity Roadmap
- Level 1 — Initial: Ad hoc AI security, no dedicated processes or monitoring.
- Level 2 — Developing: Basic threat awareness, initial security controls in place.
- Level 3 — Defined: Formal AI security programme, regular testing, documented procedures.
- Level 4 — Managed: Continuous monitoring, metrics-driven improvement, integrated red/blue operations.
- Level 5 — Optimising: Proactive threat hunting, automated response, industry-leading posture.
Engagement Models
Purple Team Workshop
A focused 2–3 day workshop with your security and ML teams. Tabletop exercises, live demonstrations, and initial gap analysis.
Duration: 2–3 days
Purple Team Assessment
Full-scope purple team engagement with structured attack scenarios, real-time defence validation, and comprehensive findings report.
Duration: 4–6 weeks
Continuous Purple Team
Ongoing programme with regular exercises, maturity tracking, and detection library development. Build lasting AI security capability.
Duration: Quarterly / Ongoing
Mature your AI security posture
Purple teaming closes the gap between offence and defence. Let’s get started.