SECURITY-FIRST DELIVERY
Security
Security-first AI systems: threat modeling, guardrails, and hardening for real-world inputs.
What we deliver
Security for modern AI systems is not a checklist — it’s architecture. We help teams ship systems that are resilient under adversarial and messy real-world inputs.
- Threat modeling and attack-surface mapping for AI + existing systems
- Prompt injection defense and safe tool-use authorization
- Data boundary design (PII/secrets redaction, minimization, retention)
- Logging and audit trails without leaking sensitive data
- Secure integration patterns for legacy systems and internal APIs
Typical engagements
- AI security review of an existing assistant/agent workflow
- Guardrails and policy enforcement for tool-use (allowlists, least privilege)
- Secure RAG pipelines (document boundaries, retrieval validation, provenance)
- Hardening and monitoring: incidents, drift, abuse patterns, cost anomalies
How we work
- Map systems, data, and trust boundaries
- Threat model critical flows and tools
- Implement safe defaults and controls
- Validate with tests and “abuse cases”
- Monitor, iterate, and document
Related Use Cases