Codename MDASH

Codename MDASH

Microsoft
Trusys AI

Trusys AI

Trusys
+
+

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About

Codename MDASH is an agentic code scanner in Microsoft Defender that uses a multi-model AI system to detect, validate, and remediate vulnerabilities with greater depth than traditional static analysis. It extends Defender CLI with a multistage pipeline in which specialized agents collaborate across four stages. Prepare ranks files by risk using call-graph analysis and code-complexity metrics, prioritizing functions most likely to contain vulnerabilities. Scan sends ranked code to more than 100 expert agents, including injection, memory-safety, and auth-bypass auditors, with each agent focused on a specific vulnerability class. Validate combines taint analysis, type resolution through Language Server Protocol servers, and multi-model agentic debate to refine confidence and reduce false positives. Dedup consolidates overlapping results into a final set of unique actionable findings.

About

Trusys.ai is a unified AI assurance platform that helps organizations evaluate, secure, monitor, and govern artificial intelligence systems across their full lifecycle, from early testing to production deployment. It offers a suite of tools: TRU SCOUT for automated security and compliance scanning against global standards and adversarial vulnerabilities, TRU EVAL for comprehensive functional evaluation of AI applications (text, voice, image, and agent) assessing accuracy, bias, and safety, and TRU PULSE for real-time production monitoring with alerts for drift, performance degradation, policy violations, and anomalies. It provides end-to-end observability and performance tracking, enabling teams to catch unreliable output, compliance gaps, and production issues early. Trusys supports model-agnostic evaluation with a no-code, intuitive interface and integrates human-in-the-loop reviews and custom scoring metrics to blend expert judgment with automated metrics.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

DevSecOps teams managing large polyglot repositories that need deeper vulnerability detection and AI-assisted remediation inside existing delivery pipelines

Audience

AI product teams, engineers, QA specialists, and researchers who need to evaluate, monitor, and secure AI systems with confidence and ensure dependable, compliant performance

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

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

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Reviews/Ratings

Overall 4.7 / 5
ease 4.5 / 5
features 5.0 / 5
design 4.5 / 5
support 4.5 / 5

Pros & Cons from Real Users

Pros

  • The biggest win is that it's genuinely agent-first — it understands tool calls, memory, and multi-turn behavior instead of just scoring prompts. Having evaluation (TruEval), red-teaming (TruScout), runtime tracing (TruPulse), and guardrails (TruGuard) under one platform meant we stopped stitching together separate tools. Argus surfacing only the incidents that need judgment cut a lot of dashboard noise, and the OWASP Agentic / MITRE ATLAS mappings made our compliance evidence much easier to hand to auditors. Onboarding was fast and the on-prem option mattered for our data-residency requirements.
  • Trusys AI delivers strong visibility and control across our AI systems with a practical governance-first approach. The platform makes it easier to monitor AI behavior, enforce internal policies, and improve compliance readiness without slowing down innovation. We especially liked the observability features, policy tracking, and real-time monitoring capabilities that help identify risks before they become production issues. The interface is clean, deployment was straightforward, and the support team was highly responsive during onboarding. It has become an important layer in managing trustworthy and scalable AI operations across our organization.
  • We’ve been using Trusys AI for AI assurance, monitoring, and governance, and the platform has been very effective for improving reliability and compliance across our AI workflows. What stands out most is the combination of AI evaluation, real-time monitoring, adversarial testing, and governance tools in one unified platform. The TRU EVAL and TRU PULSE modules are especially useful for detecting hallucinations, monitoring model drift, and maintaining visibility into production AI systems. The dashboard is intuitive, and the monitoring capabilities help teams identify issues before they impact users. Another major advantage is the platform’s focus on responsible AI and compliance readiness. Features like audit trails, policy enforcement, risk categorization, and security testing make it easier to align with evolving regulations and enterprise security standards. The documentation and onboarding process are also well-structured, making integration with AI applications and LLM workflows relatively smooth. Overall, Trusys AI is a strong choice for organizations looking to build secure, trustworthy, and enterprise-ready AI systems with continuous monitoring and governance capabilities.

Cons

  • As a newer platform, the integration ecosystem and community are still smaller than long-established observability tools, and documentation is still maturing in places.
  • Some advanced configuration workflows require technical familiarity during initial setup, especially for teams new to AI governance frameworks. Additional prebuilt templates for industry-specific compliance use cases would also be helpful.
  • Initial setup and configuration can feel complex for teams new to AI governance platforms.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Microsoft
Founded: 1975
United States
learn.microsoft.com/en-us/security-exposure-management/ai-code-security-overview

Company Information

Trusys
Founded: 2024
United States
www.trusys.ai/

Alternatives

Alternatives

Claude Security

Claude Security

Anthropic
CodeMender

CodeMender

Google DeepMind

Categories

Categories

Integrations

Claude
Gemini
Google
Llama
MAI-Cyber-1-Flash
Mistral AI
OpenAI
Perplexity

Integrations

Claude
Gemini
Google
Llama
MAI-Cyber-1-Flash
Mistral AI
OpenAI
Perplexity
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