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Akto for Homegrown AI Apps

Protect Homegrown AI Agents, MCPs, LLMs in Cloud

Akto protects custom AI applications with AI guardrails against prompt injection, data exfiltration, and sensitive data exposure, while continuously red teaming AI agents to uncover vulnerabilities before attackers do.

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Building AI Apps and Agents Creates New Security Challenges

With access to sensitive data and the ability to decide on their own, custom AI apps introduce risks traditional AppSec was never built to handle.

Prompt Injection

Malicious inputs hijacking your app's instructions to bend its behavior.

Data Exfiltration

Exposure of sensitive information due to inadequate safeguards in AI systems.

Model Abuse & Jailbreaks

Attackers bypassing safety controls to misuse your model.

Insecure Tool & MCP Use

Agents reaching tools and MCP servers without proper safeguards.

Excessive Agency

Autonomous agents acting beyond their intended scope or permissions.

Unvalidated Outputs

Unchecked responses can cause harmful consequences and severe business impacts.

Ship AI Fast, Without Shipping Risk.

Building AI Apps and Agents Opens Up a New Frontier of Security Challenges

With access to sensitive data and the ability to decide on their own, custom AI apps introduce risks traditional AppSec was never built to handle.

From Build to Production: End-to-End AI Security for Your Homegrown AI Agents and Apps

Akto secures your homegrown AI across its lifecycle, from catching risks in development to red teaming before launch to protecting every interaction in production.

Continuous AI Inventory

Akto maintains a real-time inventory of every agent and app, the models behind them, and the sensitive data they touch, connecting it all in an agent context graph so you can trace the blast radius of any agent and prioritize risk with confidence.

AI Agent Red Teaming

Runtime AI Guardrails

AI Security Posture Management

Search agentic assets...Discovering… 0/5

Agentic assetsTypeRiskAI interactionsViolations

Code ReviewerAI Agent5239,933,75335

Thumbnail GeneratorAI Agent48,554,10712

DebuggerAI Agent31,204,553–

code-optimizerSkill5–4

mcp_data_serverMCP Server58,554,1074