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About

Find performance bottlenecks or other unknown weaknesses missed by traditional software tests. Define specific conditions to stop an experiment or roll back to the pre-experiment state. Run experiments in minutes using pre-built scenarios from the FIS scenario library. Get superior insights by generating real-world failure conditions, such as impaired performance of different resources. Part of AWS Resilience Hub, AWS Fault Injection Service (FIS) is a fully managed service for running fault injection experiments to improve an application’s performance, observability, and resilience. FIS simplifies the process of setting up and running controlled fault injection experiments across a range of AWS services, so teams can build confidence in their application behavior. FIS provides the controls and guardrails that teams need to run experiments in production, such as automatically rolling back or stopping the experiment if specific conditions are met.

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

Enterprises and companies requiring a solution to improve resilience and performance with controlled experiments

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 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

$0.10 per action-minute
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

Amazon
United States
aws.amazon.com/fis/

Company Information

Simaril
United States
www.silmaril.dev/

Alternatives

Alternatives

Operant

Operant

Operant AI
ChaosNative Litmus

ChaosNative Litmus

ChaosNative

Categories

Chaos Engineering Supported

Categories

AI Security Supported

Integrations

AWS Resilience Hub Supported
Agent Development Kit (ADK) Not Supported
Amazon Web Services (AWS) Supported
Claude Not Supported
Claude Code Not Supported
CrewAI Not Supported
LangChain Not Supported
OpenAI Not Supported
OpenClaw Not Supported
Python Not Supported
TypeScript Not Supported
Vercel Not Supported

Integrations

AWS Resilience Hub Not Supported
Agent Development Kit (ADK) Supported
Amazon Web Services (AWS) Not Supported
Claude Supported
Claude Code Supported
CrewAI Supported
LangChain Supported
OpenAI Supported
OpenClaw Supported
Python Supported
TypeScript Supported
Vercel Supported
Claim AWS Fault Injection Service and update features and information
Claim AWS Fault Injection Service and update features and information
Claim Simaril and update features and information
Claim Simaril and update features and information