[May 2026 Release] AI Agent Skill Governance, Guardrail Remediation Guidance & More. Learn more->

[May 2026 Release] AI Agent Skill Governance, Guardrail Remediation Guidance & More. Learn more->

[May 2026 Release] AI Agent Skill Governance, Guardrail Remediation Guidance & More. Learn more->

Agentic AI Security for Financial Services

Banks, fintechs, and insurers are rapidly adopting AI copilots and autonomous systems. Akto secures these agents against data exfiltration, hallucinated transactions, and compliance violations to protect customer trust and regulatory standing.

Visibility into Every Financial AI Workflow

Automatically discover and classify every MCP server, model, and agent interacting with financial data. Identify ungoverned AI access to core systems, trading logic, and customer records before exposure occurs.

Proactively Test AI Against Real Financial Threats

Simulate data poisoning, prompt override, and unauthorized fund transfer attempts across your agentic workflows. Validate model behavior under attack conditions before adversaries exploit weaknesses.

Continuous Guardrails for Regulatory Compliance

Enforce policies aligned with PCI DSS, FINRA, and GDPR through Akto’s adaptive guardrails. Maintain privacy, accuracy, and transparency in every AI-driven decision.

FAQs

FAQs

How does Akto discover AI agents and MCP servers in my environment?

Akto uses 50+ traffic and code connectors to automatically find every AI agent, MCP server, model, and GenAI tool across your infrastructure - cloud, on-prem, and employee endpoints. No manual inventory needed. You get a live, continuously updated map of your entire agentic AI surface within hours of deployment.

What threats does Akto test for?

Akto runs 4,000+ purpose-built probes that simulate real-world attacks across your AI stack - including prompt injection, tool poisoning, data exfiltration, unauthorized access, memory manipulation, and cascading failures across multi-agent systems. Testing runs continuously, not as a one-off exercise, so coverage keeps pace with how your agents evolve.

How do guardrails work at runtime?

Akto intercepts every AI action before execution - prompts, responses, tool calls, and MCP requests, and evaluates them against your configured policies. Depending on severity, actions are either blocked, masked, redacted or escalated. Enforcement happens in real time, not after the fact, so threats are stopped before they impact production.

Which compliance frameworks does Akto support?

Akto maps AI activity to 10+ standards including OWASP Top 10 for LLMs, OWASP Top 10 for Agentic AI, NIST AI RMF, ISO 42001, SOC 2, GDPR, HIPAA, and PCI DSS. It generates audit-ready evidence of policy enforcement, data classification, and violation history, so your compliance reporting reflects what's actually happening, not what you assume is happening.

How do I get started?

Book a demo and Akto's team will walk you through deployment options tailored to your environment. Most teams start with discovery to build an inventory of their AI surface, then layer on red teaming and guardrails as they move from visibility to enforcement.

Schedule a live demo today!

Let us handle agentic AI Security for you. Book a demo and experience the Modern AI Agent Security platform built for Modern appsec teams.

Popular Features

Discovery of Agents, MCPs, LLMs

AI Red Teaming

MCP Proxy

Prompt Injection, Hallucination, Model Poisoning

Agentic Guardrails

Data exfiltration via agents or MCPs

For Employees and Homegrown apps

Loved and Trusted by Modern Appsec Teams

Schedule a live demo today!

Let us handle agentic AI Security for you. Book a demo and experience the Modern AI Agent Security platform built for Modern appsec teams.

Popular Features

Discovery of Agents, MCPs, LLMs

AI Red Teaming

MCP Proxy

Prompt Injection, Hallucination, Model Poisoning

Agentic Guardrails

Data exfiltration via agents or MCPs

For Employees and Homegrown apps

Loved and Trusted by Modern Appsec Teams

Schedule a live demo today!

Let us handle agentic AI Security for you. Book a demo and experience the Modern AI Agent Security platform built for Modern appsec teams.

Popular Features

Discovery of Agents, MCPs, LLMs

AI Red Teaming

MCP Proxy

Prompt Injection, Hallucination, Model Poisoning

Agentic Guardrails

Data exfiltration via agents or MCPs

For Employees and Homegrown apps

Loved and Trusted by Modern Appsec Teams