Vijil

vijil.ai
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Build, test, and run trusted AI agents that are reliable and safe.

Description

Cut time-to-trust in agents from 6 months to 6 weeks · Your agents are stuck between pilot and production · Without trust, 95% of AI agents fail to reach production. · Optimize Agents for Trust‍ · Trust Matters To You

Vijil Evaluate is a QA agent that tests your agent comprehensively with rigor, scale, and speed, helping you deploy it into production sooner. Evaluate reads policies -- government regulations, industry standards, organization codes, agent instructions, and guardrails -- to generate a bespoke test plan for your agent. It runs a diverse mix of tests to probe functionality, reliability, security, and operational readiness. It aggregates test results to produce the Vijil Trust Score, enabling comparison across LLMs or versions. The Vijil Trust Report, an auditable report of compliance with global and local regulations including the EU AI Act, GDPR, CCPA, and New York City Local Law 144, gives your stakeholders the assurance of quality.

Features

Comprehensive -- Over 35 benchmarks, 250K prompts, and full coverage of reliability, security, and safety
Customizable -- Tailored to your agent, driven by its role, tasks, knowledge base, tool-use, and business context
Fast -- Parallelizes execution to saturate the endpoint, running as fast as your agent can handle
Rigorous -- Uses well-defined metrics carefully constructed for audit reviews

Use cases

Test chatbots for adherence to organizational policies
Test RAG for correctness, consistency, and robustness
Test agents for prompt injections, jailbreaks, multi-turn attacks, PII disclosure, data leakage
Test agents for compliance with regulations and industry standards

FAQ

Vijil AI is a platform that helps enterprises build, test, and operate AI agents that people can trust by ensuring their reliability, security, and safety throughout the agent lifecycle.

Vijil addresses the trust gap in AI agents, where 95% of AI agents fail to reach production due to reliability and safety issues. It provides a trust layer that guarantees consistent and secure behavior in mission-critical roles under both normal and adversarial conditions.

The core features of Vijil include Reliability, which ensures agents perform consistently in benign and noisy environments; Security, which tests and defends AI agents against attacks like prompt injections and data leaks; and Safety, which minimizes risk by preventing unsafe responses and handling failure gracefully.

Vijil uses proprietary datasets and customizable test harnesses to simulate thousands of scenarios—including malicious, benign, and adversarial users. It assesses failure modes such as hallucinations, toxic responses, PII leakage, and instruction refusal, producing clear pass/fail reports tied to each failure mode.

Yes, users can tailor test plans to their AI agent’s specific business context, tasks, knowledge bases, policies, and toolsets. It supports importing legacy benchmarks and integrating third-party tests, ensuring relevance and continuity of evaluation.

Vijil Evaluate can be deployed within a user’s private cloud or on-premises infrastructure, keeping all inputs and outputs private inside the network. Evaluations run through ephemeral endpoints without uploading agent code externally.

Vijil Dome is a runtime guardrail service that applies defensive layers around AI agents to block unsafe inputs and outputs during operation. It combines traditional firewall methods with ML, NLP classifiers, and embedding-based techniques for configurable, low-latency protections.

During the AI agent lifecycle, Vijil helps with Development, by hardening agents through identifying and mitigating vulnerabilities proactively; Operation, by defending agents in production through detecting attacks and limiting damage; and Continuous Testing, by running ongoing evaluations to ensure trustworthiness remains intact over time.

Primarily enterprises and organizations in regulated industries requiring strict governance, compliance, risk management, and operational safety for AI agents deployed in critical roles.

Vijil provides detailed documentation, customer support, onboarding assistance, webinars, community forums, and integration with platforms such as Google Cloud Marketplace.

Tests can be executed in minutes, with automated generation of results including Trust Scores and detailed reports, enabling rapid iteration and deployment decisions.

Yes, Vijil specializes in adapting and hardening open-source large language models and API-only AI systems to new domains and tasks while measuring trustworthiness.

Specs

Type Agent
SectionInfrastructure & MLOps
Pricing free (от $0/mo)
Platform Web only
Systems web
Hostingself-hosted
Who forBusiness
Site languageen
Rating0.00 (0 reviews)
Views308
Launched2025-02-28

Can do

agents workflow-automation realtime open-source fine-tuning embeddings on-premise

Integrations

aws Mistral Llama Groq Qwen GPT-OSS

Platforms

web

Tags

ai agent deployment

Social

X GitHub LinkedIn

Found in sources

aiagentsdirectory aiagentslist

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