Secure AI Agents in Google Cloud, Vertex, Gemini

Akto Google Ecosystem Connectors

Google Gemini

Gemini CLI

Gemini AI Studio

Vertex AI

Model Garden

Vertex AI Agent Engine

Apigee AI Gateway

Agent Development Kit

Google GKE

Google Cloud Run
& 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 all AI usage across the Google ecosystem
Akto discovers AI usage across the Google ecosystem, from agents your teams build on Vertex AI to Gemini in Google Workspace. It maps the models, tools, memory, and data each one uses, from Gmail and Drive to BigQuery and custom APIs, so you see how it behaves, what it can reach, and where risk is building.


02
AI GUARDRAILS
Enforce your policies on everything an agent does
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
Attack your agents before someone else does
Akto runs simulated attacks against your Azure AI Foundry 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






