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About

General Analysis is an AI security platform that helps security teams adversarially test, monitor, and protect AI agents and systems in production. It is built to help organizations understand AI risk, prevent incidents, and secure real AI deployments across employee copilots, coding agents, customer support agents, healthcare assistants, legal assistants, financial copilots, creative pipelines, and other agentic workflows. It maps AI applications and agents across prompts, retrieval, tools, MCP servers, browser actions, permissions, repositories, cloud accounts, SaaS workflows, and business processes, then generates context-aware attacks that expose system-level risks. Its automated red teaming uses attacker models that adapt to target responses and produce multi-step exploit chains, helping teams uncover vulnerabilities that static prompt sets or endpoint-only tests may miss.

About

Silmaril is a self-healing prompt injection defense designed to protect AI systems from increasingly complex, multi-step attacks that traditional guardrails fail to stop. It operates by wrapping inference calls and evaluating whether an execution sequence is leading toward a harmful outcome, rather than simply filtering inputs. It uses a multihead classifier that analyzes user intent, application context, and execution states together, enabling it to detect indirect injection, multi-turn attack chains, context poisoning, and tool abuse before damage occurs. Silmaril continuously strengthens its defenses through autonomous threat hunting agents that probe systems, discover vulnerabilities, and generate synthetic training data from real attack scenarios. These insights are used to retrain the model automatically, deploying updated protections in under an hour and propagating anonymized defenses across all deployments.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Enterprise AI security teams that need context-aware red teaming, runtime guardrails, asset inventory, and vulnerability forecasting for production AI agents

Audience

AI developers and organizations building agent-based systems who need real-time, adaptive protection against prompt injection and multi-step AI attacks

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

General Analysis
United States
generalanalysis.com

Company Information

Simaril
United States
www.silmaril.dev/

Alternatives

Alternatives

Enkrypt AI

Enkrypt AI

Anaconda
Operant

Operant

Operant AI

Categories

Categories

AI Security Supported

Integrations

OpenAI Supported
Agent Development Kit (ADK) Not Supported
Amazon S3 Supported
Amazon Web Services (AWS) Supported
Anthropic Supported
Claude Not Supported
Claude Code Not Supported
Claude Sonnet 3.5 Supported
CrewAI Not Supported
GPT-4o mini Supported
GitHub Supported
Google Cloud Platform Supported
Hugging Face Supported
Jira Supported
LangChain Not Supported
Microsoft Azure Supported
OpenClaw Not Supported
Python Not Supported
TypeScript Not Supported
Vercel Not Supported

Integrations

OpenAI Supported
Agent Development Kit (ADK) Supported
Amazon S3 Not Supported
Amazon Web Services (AWS) Not Supported
Anthropic Not Supported
Claude Supported
Claude Code Supported
Claude Sonnet 3.5 Not Supported
CrewAI Supported
GPT-4o mini Not Supported
GitHub Not Supported
Google Cloud Platform Not Supported
Hugging Face Not Supported
Jira Not Supported
LangChain Supported
Microsoft Azure Not Supported
OpenClaw Supported
Python Supported
TypeScript Supported
Vercel Supported
Claim General Analysis and update features and information
Claim General Analysis and update features and information
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