QuilrAI

What QuilrAI does

Quilr is an AI-powered cybersecurity platform that secures the modern enterprise through three interconnected layers: data, AI, and people. It unifies these layers to protect sensitive data across every touchpoint, secure AI from prompts to autonomous agents, and embed guided collaboration directly into employee workflows to close security gaps in real time. Quilr's guardian agents analyze content, context, and intent in real time, safeguarding sensitive data, AI interactions, and human workflows without slowing down productivity. Established in November 2024, Quilr aims to make the human layer the strongest defense in security and enable businesses to embrace innovation fearlessly by making security a business enabler. It offers a first-of-its-kind Service-as-a-Software offering, leveraging an intelligent network of AI agents that work with or without human intervention.

Products

• Data ProtectionAI-powered guardrails that replace noisy, rule-based DLP with real-time, low-friction protection across email, SaaS, files, and GenAI tools.
• AI Security & ControlAdaptive guardrails and AI-SPM that secure prompts, shadow AI, and autonomous agents—ensuring visibility, compliance, and safe adoption at scale.
• Human-Centric DefenseSecurity that learns from human behavior, coaching and protecting people in real time without slowing down productivity.
• Quilr LLM GatewayDirect integration with any LLM provider for instant AI security and data protection.
• Quilr SDKEmbed Quilr's security controls directly into applications with simple SDK integration.
• Browser Extension / Endpoint AgentObserve and protect all activities in browser and desktop apps (co-pilot, IDEs).
• Quilr Enterprise On-PremDeploy Quilr on your infrastructure for maximum control, compliance, and data sovereignty.

Key capabilities

• AI-powered guardrails
• Real-time, low-friction protection
• Adaptive guardrails for AI
• AI Security Posture Management (AI-SPM)
• Content, Context, Intent analysis
• Unified DLP + AI Security platform
• Prompt-Injection & Jailbreak Defense
• OWASP Top-10 (LLM) & NIST-Aligned controls
• Human-Centric with Quilly (in-flow coaching)
• Everywhere Deployment (Browser, APIs, Endpoints, IDEs, LLM Gateway/Proxy, SDK)
• Enterprise Governance with audit trails, data residency options, and compliance reporting
• Continuously scans for unsanctioned AI apps, embedded assistants, and code copilots
• Detects and neutralizes prompt injection, jailbreaks, tool poisoning, and unsafe content
• Enforces strict boundaries on autonomous agents, monitoring decisions, limiting risky actions, and maintaining auditability
• Integrated AI Security Posture Management (AI-SPM) for continuous oversight, policy enforcement, and compliance reporting
• Secure architecture with cloud-native infrastructure, strong isolation, and hardened defaults
• Robust access controls with least-privilege, strong authentication, and continuous review
• Data protection with encryption in transit and at rest, strict retention and deletion practices
• AI Safety Controls with scoped, least-privilege access for AI agents

Use cases

• Safeguarding sensitive data
• Securing AI interactions
• Protecting human workflows
• Mitigating shadow AI adoption risks
• Preventing data leakage & IP loss via copilots, chatbots, and SaaS AI
• Defending against prompt injection & jailbreaks
• Detecting malicious content in files or prompts
• Addressing model supply chain risks
• Preventing autonomous agents from being abused for privilege escalation or data exfiltration
• Ensuring compliance with OWASP, MITRE ATLAS, NIST, EU AI Act
• Securing against insecure code suggestions from copilots
• Preventing AI misuse impacting reputation through unsafe chatbot outputs
• Overcoming governance bottlenecks slowing enterprise AI adoption
• Discovering and governing shadow AI usage
• Securing prompts and AI interactions
• Controlling autonomous agents
• Strengthening visibility and compliance with AI-SPM

AI approach

Quilr is an AI-powered cybersecurity platform that uses guardian agents to analyze content, context, and intent in real time to safeguard sensitive data, AI interactions, and human workflows. It provides AI-powered guardrails for data protection, AI security, and human-centric defense. The platform uses an intelligent network of AI agents that can work with or without human intervention, and it focuses on securing prompts, shadow AI, and autonomous agents.

Tech named: AI-SPM, OWASP Top-10 (LLM), NIST AI RMF, MITRE ATLAS

What it says sets it apart

• Unifies data, AI, and people security layers
• Adaptive security that learns with you
• Guardian agents analyze content, context, and intent in real time
• Replaces noisy, rule-based DLP with real-time, low-friction protection
• Security that learns from human behavior, coaching and protecting people in real time
• One platform for DLP and AI Security with shared policies and logs
• Built-in detection/sanitization for prompt injection, jailbreaks, tool hijacking, and adversarial patterns
• Human-Centric with Quilly for in-flow coaching and fewer false blocks
• Everywhere Deployment options (Browser, APIs, Endpoints, IDEs, LLM Gateway/Proxy, SDK)
• Service-as-a-Software offering with intelligent network of AI agents
• Security as a business enabler, not a disruptor
• Designed with the human at the center (overwhelmed security team, curious AI user, unaware insider)

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.