AI Adoption with Confidence: Practical Defenses and Best Practices That Work Today
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James Kirk
Head of Security & privacy, Jellyfish
Vidit Arora
Founder & CEO, Quilr

From Data to AI: Adaptive Security That Learns With You.

Quilr’s guardian agents analyze content, context, and intent in real time — safeguarding sensitive data, AI interactions, and human workflows without slowing you down.

trusted BY
RECOGNITION
AI IS EVERYWHERE - SO ARE THE RISKS
Shadow AI adoption outside security visibility
Data leakage & IP loss via copilots, chatbots, and SaaS AI
Prompt injection & jailbreaks manipulating LLMs and copilots
Malicious content hidden in files or prompts overriding agent instructions
Model supply chain risks — rogue weights, backdoors, licensing issues
Autonomous agents abused for privilege escalation or data exfiltration
Compliance challenges with OWASP, MITRE ATLAS, NIST, EU AI Act
Insecure code suggestions from copilots introducing vulnerabilities
AI misuse impacting reputation through unsafe chatbot outputs
Governance bottlenecks slowing enterprise AI adoption

How Quilr Secures Your Enterprise

Next-Gen Data Protection

AI-powered guardrails that replace noisy, rule-based DLP with real-time, low-friction protection across email, SaaS, and files.

AI Security Guardrails, Agents & Posture

Adaptive guardrails and AI-SPM that secure prompts, shadow AI, and autonomous agents — ensuring visibility, compliance, and control.

Human-Centric Defense

Security that learns from human behavior, coaching and protecting people in real time without slowing down productivity.

Why Quilr

Content • Context • Intent

Understands what, where, why — then applies input/output/tool-call guardrails to prevent leaks and misuse in real time.

Unified DLP + AI Security

Unified DLP + AI Security
One platform securing files/email/SaaS and LLMs, copilots, and agents — with shared policies and logs.

Prompt-Injection & Jailbreak Defense

Built-in detection/sanitization for prompt injection, jailbreaks, tool hijacking, and adversarial patterns across every surface.

OWASP Top-10 (LLM) & NIST-Aligned

Controls mapped to OWASP Top-10 for LLM Applications, guided by NIST AI RMF and MITRE ATLAS techniques.

Human-Centric with Quilly

In-flow coaching that explains why something is risky and offers safer alternatives — fewer false blocks, faster resolution.

Everywhere Deployment, Enterprise Governance

Browser, APIs, Endpoints, IDEs, LLM Gateway/Proxy, SDK — with audit trails, data residency options, and compliance reporting.
WHAT PEOPLE ARE SAYING

“Quilr offers a novel approach using AI agents to solve an immediate, top-of-mind problem globally that resonates with enterprise CISOs in India, Southeast Asia, and the Middle East,” said Anuj Gupta, CEO of Hitachi Systems India. “We’re partnering with Quilr to help our customers drive innovation while enhancing security.”

Anuj Gupta - CEO of Hitachi Systems India

“Mitigating human-related risks is challenging,” added Tanuj Gulati, former CTO and founder of Securonix. “I believe in Quilr’s mission to transform employees into frontline defenders against cyberattacks rather than the weakest link.”

Tanuj Gulati - Former CTO and Founder of Securonix

“Security naturally creates tension, and labeling people as weak links doesn’t help,” said Benjamin Godard, Head of Security at Spotnana. “Quilr’s approach uses AI to turn employees into active participants, promoting shared responsibility and reducing friction.”

Benjamin Godard - Head of Security at Spotnana

“Quilr is redefining how organizations manage user behavior. With most breaches caused by human error, it has the potential to be a real game changer in reducing employee-driven incidents and data leaks. What sets Quilr apart is its mindset: employees aren’t the problem—they’re the solution. By actively coaching users and spotting risky behavior early, Quilr helps people make smarter, safer decisions in the moment.”

James Kirk - Head of Security & privacy at Jellyfish
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Advisory Board

harsha reddy

Head of Information Security at VEG

James Kirk

Head of Security & privacy at Jellyfish

Benjamin Godard

Head of Security at Spotnana

Tanuj Gulati

Founder and Ex-CTO Securonix

Anuj Gupta

CEO Hitachi

Khiro Mishra

CEO Cybalt

Sam kassmoumeh

COO & Cofounder Security Scorecard

Ted Sanders

Sr. Information Security Officer Bank of America

Jeff Farinich

CISO & CIO New American Funding

Bradley Schaufenbuel

VP & CISO Paychex

Investors

Partners