AI Agent Security in AWS
Akto AWS Connectors
Bedrock
SageMaker AI
AWS EKS
AWS ECS
Amazon Quick
Nova
Strands Agents
& more
Access to sensitive data
Agents tied to knowledge bases, S3, and databases can expose confidential records.
Prompt Injection
Instructions planted in a web page, document, or tool result can take over the agent and steer it toward actions you never intended.
Leaks at machine speed
Attackers bypassing safety controls to misuse your model.
Excessive Agency
Autonomous agents acting beyond their intended scope or permissions.
01
OBSERVABILITY
See every agent on AWS and everything it does
Akto finds every agent your teams build on AgentCore and maps what each one uses: its tools, memory, identity, and connections to data in AWS and third-party services. You see how every agent behaves in production, what it can reach, and where risk is building.
02
AI GUARDRAILS
Enforce Akto Guardrail policies on Agent Actions
Akto checks agent activity against your guardrail policies as it happens. It stops prompt injection and jailbreak attempts, redacts sensitive data in prompts, responses, and tool results, and blocks actions that break policy before they reach users or your systems.
03
AI RED TEAMING
Scan AWS agents with Akto's red teaming probe library
Akto runs simulated attacks against your Bedrock and AgentCore agents, such as prompt injection, tool misuse, and attempts to pull sensitive data. Every weakness it finds lands in the Akto dashboard.
4.8 out of 5
