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About

Abnormal AI offers a behavioral AI platform designed to protect humans from sophisticated email threats like phishing, social engineering, and account takeovers. The platform leverages advanced anomaly detection to identify and stop AI-powered email attacks that operate at machine speed and evade traditional defenses. It delivers fully autonomous threat detection and response with minimal manual intervention. Abnormal AI integrates seamlessly with cloud email platforms, enhancing security without adding operational overhead. Trusted by over 3,000 customers including many Fortune 500 companies, it has demonstrated significant reductions in phishing attacks and SOC workload. Its unique human-focused, behavior-driven approach helps organizations proactively defend against evolving cyber threats.

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

Abnormal AI is ideal for medium to large enterprises, especially those handling sensitive data, seeking advanced, autonomous email security solutions that protect against sophisticated AI-driven cyberattacks

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 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:

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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 Not Supported
In Person Not Supported

Training

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

Company Information

Abnormal AI
Founded: 2018
United States
abnormal.ai/

Company Information

Simaril
United States
www.silmaril.dev/

Alternatives

PhishTitan

PhishTitan

TitanHQ

Alternatives

Egress Intelligent Email Security

Egress Intelligent Email Security

Egress Software Technologies
Operant

Operant

Operant AI

Categories

AI Security Supported
Anti-Phishing Supported
Email Security Supported

Categories

AI Security Supported

Email Security Features

Anti Spam Supported
Anti Virus Supported
Email Attachment Protection Supported
Encryption Supported
Policy Management Supported
Quarantine Supported
Reporting/Analytics Supported
Whitelisting / Blacklisting Supported

Integrations

7AI Supported
Agent Development Kit (ADK) Not Supported
Arctic Wolf Supported
Azure Marketplace Supported
Claude Code Not Supported
CrewAI Not Supported
Daylight Supported
Gmail Supported
Google Workspace Supported
Intezer AI SOC Supported
LangChain Not Supported
Microsoft 365 Supported
Microsoft Outlook Supported
OpenAI Not Supported
OpenClaw Not Supported
Python Not Supported
Revelstoke Supported
Right-Hand Cybersecurity Supported
TypeScript Not Supported
Vercel Not Supported

Integrations

7AI Not Supported
Agent Development Kit (ADK) Supported
Arctic Wolf Not Supported
Azure Marketplace Not Supported
Claude Code Supported
CrewAI Supported
Daylight Not Supported
Gmail Not Supported
Google Workspace Not Supported
Intezer AI SOC Not Supported
LangChain Supported
Microsoft 365 Not Supported
Microsoft Outlook Not Supported
OpenAI Supported
OpenClaw Supported
Python Supported
Revelstoke Not Supported
Right-Hand Cybersecurity Not Supported
TypeScript Supported
Vercel Supported
Claim Abnormal AI and update features and information
Claim Abnormal AI and update features and information
Claim Simaril and update features and information
Claim Simaril and update features and information