Security for the AI-Native Enterprise
AI agents, LLM applications, and autonomous workflows are being deployed into enterprise environments faster than security can keep pace. They hold real credentials, access real data, execute real actions — and they can be manipulated, compromised, or simply over-permissioned. LogicBounce provides the only enterprise security platform built from the ground up with AI agent security as a first-class capability.
AI Security Coverage
A deployed AI agent with access to your email system, calendar, file storage, and CRM is not a passive tool. It is an autonomous actor with real credentials, real permissions, and the ability to take real actions — including actions an attacker can cause it to take through prompt injection, context manipulation, or identity compromise.
Traditional security tools were not built to monitor, govern, or contain AI agents. They can’t discover shadow AI deployments, evaluate agent trust, detect prompt injection in real time, or contain a compromised agent before its malicious action completes. AgentShield and the Nexus platform were.
AI Attack Techniques Covered
AgentShield continuously discovers every AI agent, LLM application, MCP server, autonomous workflow, and agent framework across your enterprise — including the shadow AI that engineering teams deploy without informing security. Atlas maps every agent into the Security Graph, modeling what tools it can access, what data it can read, and what actions it can take.
Every agent is issued a formal identity with authentication, authorization, and lifecycle management. AgentShield inventories every tool, API, and data source each agent can access and continuously evaluates whether those permissions are appropriate — enforcing least-privilege at the agent layer and alerting when permissions drift from approved baselines.
Every prompt processed by a monitored agent is analyzed by AgentShield before reaching the model — detecting direct injection, indirect injection via documents or emails, jailbreak patterns, context manipulation, and prompt poisoning. Detection latency is under one second. Blocked prompts are logged with full context for investigation.
AgentShield establishes behavioral baselines for every agent and continuously monitors tool invocations, API access, data access patterns, and workflow execution for deviations. Overwatch AI correlates agent behavioral anomalies with broader enterprise context — identifying when an agent’s unusual behavior is part of a larger attack campaign.
When trust thresholds are violated or compromise is detected, Vanguard acts immediately — suspending the agent, restricting tool access, revoking credentials, blocking workflow execution, and isolating connected MCP servers. Containment executes before malicious actions complete, preventing the injected instruction from achieving its objective.
Continuous, automatic discovery of all AI agents, LLM applications, MCP servers, and autonomous workflows — building and maintaining a complete, always-current AI asset inventory.
Security governance for Model Context Protocol infrastructure including server discovery, tool permission analysis, access governance, and trust evaluation across the MCP environment.
Real-time detection and blocking of prompt injection attacks, jailbreak attempts, context manipulation, and prompt poisoning before malicious instructions reach the model.
Continuous dynamic trust scoring for every agent based on identity verification, behavioral history, tool access patterns, data access scope, and current risk indicators.
Pre-execution validation of every tool invocation request — checking authorization level, data sensitivity, risk impact, and policy compliance before the action completes.
Complete forensic capability for AI agent incidents including prompt injection evidence collection, tool invocation reconstruction, unauthorized action inventory, and agent behavioral timeline analysis.
AI agents create identity attack surface, expand the overall attack surface, and are the subject of active research published through our intelligence program.
LogicBounce gives you the governance, monitoring, and containment capabilities to deploy AI agents confidently — with full visibility and control over every agent in your environment.
