
The Challenge
Models Decay.
Risks Evolve.
An AI model is not like code; it does not stay fixed. Updates to the underlying foundation model (e.g., GPT-4), shifts in user behavior, or new jailbreak techniques can break your safety guardrails overnight.
- Foundation Model Updates (Drift)
- New Jailbreak Techniques
- Changing Regulations (EU AI Act)
Continuous
Validation
Validation
Included in Retainer
Monthly Deliverables
Red-Teaming Sprints
Monthly targeted attacks to test new features against injection and bias.
24/7 Incident Response
Priority access to our engineers if your model behaves unexpectedly in production.
Board Reporting
Executive-level headers on risk posture, drift metrics, and ROI of quality.
