# SuperAlign

> SuperAlign builds security tooling for the AI era — helping enterprises discover shadow AI, map their AI attack surface, and defend against AI-powered threats.

## Products

- [Radar](https://superalign.ai/radar): Passive shadow AI discovery and policy enforcement. Connects to DNS, firewall, proxy, or SIEM to surface all AI tool usage across your organization in real time.
- [Surface](https://superalign.ai/surface): AI attack surface mapping. Inventories every MCP server, agentic workflow, and third-party AI integration — scored for risk.
- [AIRiskDB](https://superalign.ai/airiskdb): The world's largest structured database of AI-specific threats, vulnerabilities, and incidents. Queryable via API, updated continuously.

## Research & Writing

- [When the Assembly Line Becomes the Attack Surface: Supply Chain Threats in the Age of AI Agents](https://superalign.ai/writing/supply-chain-threats-ai-agents-enterprise-security): Software supply chain attacks can steal your credentials in minutes. Now AI agents are running the same attacks autonomously. What the hackerbot-claw campaign against Microsoft, DataDog, and Aqua Security reveals about the enterprise AI security gap.
- [When Your AI Ignores Your Security Policies: What the Copilot DLP Failures Reveal](https://superalign.ai/writing/copilot-dlp-failures-revealed): Microsoft Copilot bypassed DLP policies twice in eight months, and no security tool caught either failure. Here's what it means for enterprise AI governance.
- [The Hidden Supply Chain Threat Hiding in Your AI Agent's Markdown Files](https://superalign.ai/writing/markdown-ai-supply-chain): Agent behavioral configuration lives in markdown files that lack the governance of code. This creates a new supply chain attack surface.
- [When Guardrails Fail: What Claude Opus 4.6 Reveals About Prompt Injection Risk](https://superalign.ai/writing/claude-opus-prompt-injection): Anthropic's Claude Opus 4.6 system card finally quantifies prompt injection risk at scale. These numbers should reshape how enterprises deploy AI agents.
- [How MCP Servers Turn AI Integrations Into Systemic Security Risks](https://superalign.ai/writing/mcp-systemic-security-risks): The Model Context Protocol enables AI integration but carries fundamental security flaws. 43% of implementations have critical vulnerabilities.
- [The Moltbot Rush: When Viral AI Agents Expose Your Entire Digital Life](https://superalign.ai/writing/moltbot-ai-agents-security): Moltbot gained 85,000 GitHub stars by promising to automate your digital life. Security researchers found it introduces risks most users don't understand.
- [Hidden in Plain Language: How Calendar Invites Became Data Extraction Tools Through Prompt Injection](https://superalign.ai/writing/calendar-prompt-injection-gemini): A calendar event with crafted instructions could silently extract your private meeting data when you ask Gemini about your schedule. This reveals fundamental gaps in how AI systems handle untrusted inputs.
- [When AI Agents Have Privileged Access: The BodySnatcher Vulnerability Exposes a Critical Design Flaw](https://superalign.ai/writing/bodysnatcher-servicenow-ai): The BodySnatcher vulnerability shows how authentication gaps in AI agent platforms can become critical security breaches. Nearly half of Fortune 100 companies use affected systems.
- [When AI Democratization Meets Vulnerability: The Real Cost of No-Code AI Agents](https://superalign.ai/writing/no-code-ai-agents-vulnerability): No-code AI platforms promise accessibility. Recent research shows they also introduce security challenges traditional approaches don't address.
- [The Shadow AI Crisis: Why 40% of Organizations Will Face Security Incidents by 2030](https://superalign.ai/writing/shadow-ai-security-crisis): Gartner predicts that 40% of organizations will suffer security incidents from unauthorized AI usage by 2030. Most are unprepared.
- [Cursor's Browser Just Became a Target: What MCP Server Hijacking Means for Your Security Posture](https://superalign.ai/writing/cursor-mcp-server-hijacking): Malicious MCP servers can take over Cursor's browser, harvest credentials, and run persistent code. Learn how to protect your development environment.
- [How SuperAlign Helps Enterprises Counter AI-Powered Threats](https://superalign.ai/writing/countering-ai-powered-threats): Traditional tools cannot defend against AI-orchestrated attacks. Learn how SuperAlign helps enterprises address the critical security gaps that GTG-1002 exposed.

## Contact

- Website: https://superalign.ai
- Contact: https://superalign.ai/contact

## About

SuperAlign was founded to address the security gap created by rapid AI adoption in enterprise environments. Our research team tracks emerging threats including prompt injection, MCP server vulnerabilities, shadow AI, and agentic workflow risks. Our products — Radar, Surface, and AIRiskDB — are used by security teams at leading enterprises and government organizations.