General Analysis

General Analysis is an AI security tool that provides context-aware AI red teaming for agentic systems. It offers automated adversarial testing, vulnerability forecasting, and runtime controls for production AI.

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At a glance

Pricing

Likely Not Free

Free tier

API

Skill level

Technical

About

What is General Analysis?

General Analysis delivers comprehensive security solutions for agentic AI systems, focusing on context-aware red teaming and vulnerability forecasting. The platform automates adversarial testing across toolchains, identifying multi-step exploits before releases. It also provides runtime guardrails and observability, applying controls derived from red-team findings and monitoring for poisoning and drift. Key features include AI security asset management, inventorying models, knowledge bases, and agent pipelines while scanning for prompt injections and data leaks. General Analysis is designed to address the unique security challenges posed by AI agents that execute code, call APIs, and make autonomous decisions, offering blueprints for various copilots across industries like healthcare, legal, and marketing.

Best used for

Ideal for developers and product managers who need to proactively identify and mitigate security risks in agentic AI systems, implement robust runtime controls, and manage AI security assets. Especially valuable for enterprises deploying AI in sensitive or high-stakes environments.

Common actions

secure AI systems

red team AI

forecast AI vulnerabilities

implement AI guardrails

prevent prompt injection

Capabilities

Key features

Automated AI red teaming
Runtime guardrails
Vulnerability forecasting
AI security asset management
Prompt injection protection
Jailbreak prevention

Target Audience

developerproduct managerstartup founder

Integrations

Not yet documented

Pricing & Plans

Likely Not Free

Not publicly disclosed. Check generalanalysis.com for current pricing.

FAQs

What is 'agentic AI' and why does it need specialized security?

Agentic AI refers to AI systems that can execute code, call APIs, and make autonomous decisions. This creates new attack surfaces not covered by traditional security, as every tool in the chain becomes a potential entry point for exploits. General Analysis specializes in securing these complex, reasoning systems.

How does General Analysis perform automated AI red teaming?

General Analysis uses context-aware red teaming that maps tool graphs and generates multi-step exploits. It trains adversarial models to learn from realistic engagements with agentic systems, simulating adversarial behavior to find exploits specific to your system rather than relying on random fuzzing.

What are runtime guardrails and how do they work?

Runtime guardrails are controls applied during the operation of AI systems, derived from red-team findings. They monitor for issues like data poisoning and model drift, enforcing policies and preventing malicious actions in real-time. This ensures production AI systems remain secure and compliant.

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