Protect AI vs grimly.ai Detailed comparison features, price

Protect AI

Protect AI provides a comprehensive platform for securing Artificial Intelligence. It enables Application Security and ML teams with end-to-end visibility, remediation, and governance capabilities, crucial for maintaining the security of AI systems and applications against unique vulnerabilities.

The platform supports organizations whether they are fine-tuning existing Generative AI foundational models, developing custom models, or deploying LLM applications. Protect AI's AI-SPM platform facilitates a security-first approach to AI, ensuring comprehensive protection across the entire AI lifecycle.

grimly.ai

grimly.ai is a specialized AI security platform designed to protect Large Language Models (LLMs) from a variety of sophisticated threats. It offers real-time defense against common vulnerabilities such as jailbreaks, prompt injection attacks, and semantic threats. By creating a robust safety net for AI stacks, grimly.ai ensures that AI integrations operate securely and reliably, preventing malicious actors from exploiting them.

The platform emphasizes ease of use with a deployment process that takes only minutes, allowing for quick integration with existing AI solutions. It supports both transparent deployment, which works alongside current business operations without disruption, and in-line deployment for a fully integrated system. grimly.ai provides comprehensive visibility into attack attempts and offers features like a system prompt guard and agent safety, making AI security straightforward and effective for businesses of all sizes.

Pricing

Protect AI Pricing

Contact for Pricing

Protect AI offers Contact for Pricing pricing .

grimly.ai Pricing

Paid

From $59

grimly.ai offers Paid pricing with plans starting from $59 per month .

Features

Protect AI

Guardian: Enable enterprise-level scanning, enforcement, and management of model security to block unsafe models.
Layer: Provides granular LLM runtime security insights and tools for detection and response to prevent unauthorized data access.
Recon: Automated GenAI red teaming to identify potential vulnerabilities in LLMs.
Radar: AI risk assessment and management to detect and mitigate risks in AI systems.

grimly.ai

Semantic Threat Detection: Stops adversarial rewrites, foreign language jailbreaks, and paraphrased exploits using embedding similarity.
Prompt Injection Firewall: Normalizes, tokenizes, and compares inputs using fuzzy logic, character class mapping, and Trie trees.
Flexible Rule Engine: Define blocklists, rate limits, or response overrides — configurable per endpoint or organization.
Visibility & Logging: Every attack attempt logged with exact bypass method and normalized form; audit-friendly.
System Prompt Guard: Keeps your base instructions private, regardless of attacker's prompt sophistication.
Agent Safety: Ensures autonomous agents and AI copilots are not turned against your systems.
Rapid Deployment: Integrates fully within minutes for immediate protection.

Use Cases

Protect AI Use Cases

Securing ML model development and deployment
Preventing unauthorized data access in LLM applications
Identifying vulnerabilities in LLMs through red teaming
Managing and mitigating risks across the entire AI lifecycle
Ensuring compliance with AI security regulations

grimly.ai Use Cases

Securing enterprise AI environments against LLM vulnerabilities.
Protecting AI integrations for agencies to enhance client trust and adoption.
Safeguarding AI solutions for small and medium businesses from exploits.
Preventing jailbreaks and prompt injection attacks on deployed LLMs.
Ensuring the safety and controlled behavior of autonomous AI agents and copilots.
Maintaining the confidentiality of system prompts in AI applications.

FAQs

Protect AI FAQs

What is MLSecOps?

MLSecOps is a set of practices that combines machine learning, security, and operations to ensure the secure development, deployment, and management of AI systems. Protect AI provides educational resources and a community for MLSecOps.
What is huntr?

huntr is the world's first AI Bug Bounty Platform, providing a single place for security researchers to submit vulnerabilities to improve AI application security.

grimly.ai FAQs

How does grimly.ai detect prompt injections?

grimly.ai uses a multi-layered detection system - REAPER: lexical analysis, semantic embeddings, and real-time behavioral modeling to spot and neutralize prompt injections before they cause harm.
Is there a limit to the number of prompts grimly.ai can handle?

Startup plans include up to 1 million tokens per month. Enterprise plans don't have a set limit and scaling based on your needs.
Can I customize what gets flagged as malicious?

Yes. Enterprise plans allow you to define custom rule sets and tune detection thresholds to fit your specific model and application.
What happens if grimly.ai detects a prompt attack?

You can configure grimly.ai to either block the response, sanitize it, alert admins, or log it silently for review — all configurable through our dashboard.