# Silmaril > Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04. - **Business Profile:** https://optimly.ai/brand/silmaril - **Dataset:** https://optimly.ai/brand/silmaril.json - **Markdown:** https://optimly.ai/brand/silmaril/llms.txt - **Official website:** https://silmaril.dev - **Slug:** silmaril - **Categories:** cybersecurity ## Overview - **Tagline:** Self-improving security that learns from production attack data and converts every discovered attack into a deployed defense. It blocks harmful outcomes before they materialize by evaluating the agent's complete trajectory, beyond mere input filtering, with low-latency performance and high accuracy. Source: Brand's website (https://silmaril.dev) · 2026-10-04 - **Description:** Silmaril provides self-improving security for AI agents, blocking harmful outcomes before they materialize by finding vulnerabilities, blocking attacks in real-time, and continuously retraining defenses. Source: Brand's website (https://silmaril.dev) · 2026-10-04 ## Offerings - **Core capabilities:** - Silmaril firewall - offering real-time attack blocking - and SDKs/plugins for integration with various AI agents and frameworks. Source: Brand's website (https://silmaril.dev) · 2026-10-04 - **Pricing:** Not explicitly mentioned. Source: Brand's website (https://silmaril.dev) · 2026-10-04 ## Audience - **Target industry:** Organizations and enterprises leveraging autonomous AI agents, particularly those concerned with protecting against data theft, hidden instructions, prompt injection, and other AI-native attack vectors. Source: Brand's website (https://silmaril.dev) · 2026-10-04 ## Landscape - **Competitors:** - Lakera Guard - Perplexity Browsesafe - GPT Safeguard - Model Armor Source: Brand's website (https://silmaril.dev) · 2026-10-04 Page last updated 2026-10-04.