VIJIL DEPOT
Toughen agents during development with hardened LLMs, guardrails, and MCP proxy
Gartner Cool Vendor 2025
CB Insights Most Innovative Startups 2025
Problem
Your enterprise customers don't trust your AI agents.
You've built a powerful agent for a mission critical role: recruiting, insurance, legal, healthcare, or finance. But your enterprise buyers are asking questions you can't answer.
Reliability
Your customer's business owner asks: "How do I know when the agent will hallucinate? Can you give me test results not benchmarks and reassurances?"
Security
Your customer's CISO asks: "How well does your agent resist jailbreaks and prompt injections? Do you have proof, not bolt-on guardrails and crossed fingers?"
Safety
Your customer's GRC team asks: "Does your AI agent meet EU AI Act, NIST AI RMF, and our org-specific policies? Can you generate evidence automatically, or do you expect us to do the heavy lifting?"
Without trust, 95% of AI agents fail to reach production.
Enterprises deploy trusted agents 4x faster using Vijil
Vijil's trust infrastructure makes agents reliable, safe, and secure for enterprises
.svg)
.svg)
Optimize Agents for Trust
Vijil is the only complete system purpose-built for AI agent resilience across the entire lifecycle: evaluation, protection, and continuous improvement.
Trustworthiness
Vijil Diamond quantitatively measures agent risk before deployment against comprehensive attack libraries. Turns "is this safe?" into an answerable question with an audit-ready Trust Score.
Resilience
Vijil Dome enforces agent-aware security policies in production without modifying agent code, blocking attacks in real-time and logging detailed telemetry.
Continuous Improvement
Vijil Darwin automatically transforms attack telemetry into defensive improvements. It analyzes the vulnerability, generates hardening options, validates them, and creates a developer-ready pull request (PR).
Trust Matters To You
Business Owner
You need to ensure reward is above threshold
Vijil delivers agents you can trust in production. Learn More →
Agent Developer
You want to improve reliability, security, and safety without reducing feature velocity.
Vijil is integrated in the most popular agent frameworks. Use it now.
Trust
Agent User
You want the agent to meet a fiduciary duty of care and competence
You don’t have to put up with bias. Learn how Vijil adapts agents to users like you.
Risk Officer
You need to ensure risk is below threshold
Don't just advocate for AI governance. Enforce mandatory policies. See how
OPEN SOURCE & COMMUNITY
garak
garak is the open source vulnerability scanner that probes LLMs for hallucinations, data leakage, prompt injections, jailbreaks, misinformation, toxicity, and many other weaknesses.
>/</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//
>/</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//
>/</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//
>/</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//</>//
Vijil runs garak so you can scan any LLM on any supported platform with one click. Vijil employees contribute to garak by testing and enhancing garak releases.
guardrails
Vijil advances research and development of prompt injection detection by releasing its lightweight models based on DeBERTa and Modern BERT to open source.
Download our models from Hugging Face: https://huggingface.co/vijil.
Leadership
AI Researcher | Professor at University of Toronto | Rhodes Scholar
Assistant Professor of Statistical Sciences at the University of Toronto, a Faculty Member at the Vector Institute for Artificial Intelligence, and a Faculty Affiliate at the Schwartz Reisman Institute for Technology and Society.
Testimonials
“Our enterprise customers demand trust verification before deploying AI in hiring workflows. Vijil helps us ship AI agents in six weeks instead of six months while dramatically lowering compliance costs.”
“By adapting the Google Responsible Generative AI Toolkit to the needs of enterprises in various industries, Vijil provides critical capabilities for AI developers to preserve the privacy, security and safety of custom models downstream with the same rigor that went into their original release.”
backed by
Vijil has raised $23M to build a platform that makes AI agents more reliable, secure, and safe for enterprises.