vijil
Vijil builds an AI-native trust infrastructure platform for AI agents, offering evaluation, runtime defense, continuous improvement via reinforcement learning, and hardened components. The platform serves enterprises in regulated industries deploying mission-critical AI agents in finance, HR, legal, and similar workflows.
- Company typePrivate
- Founded2023
- HeadquartersMenlo Park, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What vijil does
Vijil is a venture-backed AI software company founded in 2023 and headquartered in Menlo Park, California that builds a trust infrastructure platform for AI agents. The company targets enterprises in regulated industries — including financial services, healthcare, legal, insurance, and HR/hiring — where AI agents must clear security, reliability, and compliance reviews before being deployed for mission-critical workflows. Vijil positions itself around the statistic that 95% of AI agents fail to reach production because business owners, risk officers, CISOs, and GRC teams cannot verify agent trustworthiness, and reports reducing time-to-trust from 6 months to 6 weeks (a 4X improvement) for customers such as SmartRecruiters.
The platform is organized as four integrated modules that operationalize trust across the agent lifecycle. Vijil Depot provides pre-hardened components — prompt-injection-resistant LLMs, production guardrails, and a secure MCP proxy — tested against more than 1,000 attack vectors. Vijil Diamond evaluates agent behavior against hundreds of context-specific scenarios and produces a quantifiable Trust Score with detailed findings in minutes. Vijil Dome enforces runtime guardrails with multi-layer defense combining pattern matching, ML classifiers, embeddings, and LLM-as-jury, delivering safety checks at 17ms latency. Vijil Darwin, launched at RSA Conference in March 2026, applies reinforcement learning to production telemetry to continuously evolve agent resilience and generate validated patches. Vijil also maintains open source assets including the garak LLM vulnerability scanner and DeBERTa/Modern BERT-based prompt injection detection models on Hugging Face, and publishes peer-reviewed research including a Semantic Isotropy paper at ICML 2026.
Vijil generates revenue through two streams: platform subscriptions for cloud-hosted or VPC-deployed access to the four-module platform (priced via enterprise quote, with a self-serve free trial as the entry point), and professional services engagements spanning AI Strategy & Readiness, Agent Design & Build, AI Governance & Trust, and Managed AI Operations. Distribution combines product-led growth via free trial, direct enterprise field sales targeting CISOs, platform engineering teams, GRC teams, and business owners, and a partner channel that includes advisory firms (Deloitte, KPMG, Booz Allen/Defy Security, GuidePoint, Optiv, Perficient) and Ingram Micro as distributor. As of November 2025 the company had raised $23 million in total funding across a $6M seed round in July 2024 (co-led by Mayfield and Gradient Ventures) and a $17M Series A led by BrightMind Partners, and had been named a Gartner Cool Vendor 2025 in Agentic AI Trust, Risk and Security Management and included in CB Insights' 100 Most Innovative AI Startups 2025.
vijil firmographics
Firmographics- Name
- vijil
- Legal name
- Vijil Inc.
- Website
- https://vijil.ai
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Vijil builds an AI-native trust infrastructure platform for AI agents, offering evaluation, runtime defense, continuous improvement via reinforcement learning, and hardened components. The platform serves enterprises in regulated industries deploying mission-critical AI agents in finance, HR, legal, and similar workflows.
- Ownership category
- akta.pro rank
vijil industry classification
Industry- Product category
- AI Agent Trust and Security Platform
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
- akta.pro secondary industries
- Safety, Alignment & Content Moderation (Guardrails, Red Teaming) (HDAAACAI), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
Keywords
Where vijil is headquartered
LocationHeadquarters
- HQ city
- Menlo Park
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
vijil business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Platform Subscription (Vijil Platform): Vijil offers its AI agent trust platform (Diamond, Dome, Darwin, Depot modules) as a cloud-hosted or on-premises (VPC-deployable) subscription. Enterprises pay for platform access enabling evaluation, runtime protection, and continuous agent hardening. The platform can be accessed via self-serve free trial or enterprise sales engagement.
- Professional Services (Implementation & Advisory): Vijil provides AI Strategy & Readiness, Agent Design & Build, AI Governance & Trust, and Managed AI Operations as professional services engagements. These service lines offer full-lifecycle engagements from strategy through ongoing operations, helping enterprises implement the trust infrastructure platform.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free Trial / Self-serve Entry |
Go-to-market motion3 records
Distribution channels3 records
Marketing channels8 records
vijil product offering
Product offeringCore offering
Vijil sells a software platform that helps developers and enterprises build, evaluate, deploy, and operate trustworthy AI agents. The platform bundles four products — Depot, Diamond, Dome, and Darwin — covering pre-built hardened agent components, automated safety/reliability evaluation, runtime protection, and continuous improvement of agents in production.
Product overview
Vijil is a trust infrastructure platform for AI agents, built as a modular architecture with four core products that operationalize trust across the agent lifecycle: Vijil Diamond (evaluation/testing), Vijil Dome (runtime protection), Vijil Darwin (continuous improvement), and Vijil Depot (hardened components). The platform enables enterprises to evaluate agent trustworthiness, deploy protective guardrails, and continuously improve agent resilience using reinforcement learning from production data. Vijil also maintains open source projects including garak (vulnerability scanner) and guardrails models, and offers professional services for AI strategy, agent design, governance, and managed operations.
Differentiator
Problem solved
Functional benefit
Products and services
- Vijil Depot A library of pre-hardened, ready-to-deploy AI agent components that organizations can use to assemble trustworthy agents without building safety scaffolding from scratch. Targeted at developers and platform teams building LLM-based agents.
- Vijil Diamond An evaluation engine that stress-tests AI agents across safety, security, and reliability dimensions before deployment, producing structured trust and readiness reports. Used by AI/ML platform teams and AI product owners.
- Vijil Dome A runtime guardrail layer that monitors and protects AI agents in production, enforcing safety, policy, and reliability constraints on live agent behavior. Targeted at enterprises running production LLM agents.
- Vijil Darwin A continuous improvement system that learns from production agent interactions and evaluation results to iteratively enhance agent performance, safety, and reliability. Used by AI/ML platform teams operating agents at scale.
Quantifiable outcome
- 4X reduction in time-to-trust for AI agents (from 6 months to 6 weeks)
- +6 more outcomes
Companies that use vijil
Customer profileNamed customers6 records
Segments5 records
Ideal customer profiles1 record
vijil technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration12 records
AI capability12 records
Feature7 records
vijil partnerships and signals
Strategic signalPartnerships
16 partnerships are on record, tiered core and minor.
- GroqcoreGroq is listed as a technology partner/integration on Vijil's platform. Vijil published a case study titled 'Trusted Agents at Scale: Groq with Vijil for Speed and Security' demonstrating integration for deploying fast, secure AI agents using Groq's LPU inference hardware.
- Amazon Web Services (AWS)coreAWS is listed as a technology integration partner on Vijil's platform, appearing alongside other cloud and AI infrastructure providers. Vijil's platform supports deployment integrations with AWS environments. Vijil's founders are former AWS senior leaders.
- Google CloudcoreGoogle Cloud is listed as a platform integration partner. Vijil has integration with Google ADK (Agent Development Kit) and Google Cloud AI environments. Gradient Ventures (Google) is also an investor.
- Microsoft AzurecoreMicrosoft Azure is listed as a technology integration partner on Vijil's platform. Vijil's platform integrates with Microsoft Copilot and Azure-based AI agent environments.
- DigitalOceancoreDigitalOcean is a cloud platform partner. Vijil is used in production by agent developers at DigitalOcean. Autonoma's agent was deployed on DigitalOcean's GenAI Platform with Vijil providing trust infrastructure. Brainforest built on DigitalOcean's Gradient platform. Vijil's platform page features DigitalOcean in its integration ecosystem.
- LangChaincoreLangChain is listed as a technology integration partner. Vijil's Depot module provides drop-in components for LangChain environments. Vijil evaluates and secures agents built with LangChain.
- CrewAIcoreCrewAI is listed as a technology integration partner. Vijil's platform integrates with CrewAI multi-agent frameworks to provide trust evaluation and runtime protection.
- OpenAIcoreOpenAI is listed as a technology integration partner on Vijil's platform, with services covering Agent Design & Build on OpenAI and Anthropic models.
- ModuloscoreModulos is a strategic partner for AI governance. Vijil and Modulos conducted a joint live webinar on 'Bridging the AI Agent Governance Gap: From Policy to Practice' and built an integrated closed-loop governance workflow combining Modulos's governance platform with Vijil's trust evaluation and runtime guardrails.
- DeloitteminorDeloitte is listed as an advisory and services partner for Vijil's partner program, providing consulting and implementation services around the Vijil trust platform.
- KPMGminorKPMG is listed as an advisory and services partner providing AI governance and trust implementation services using the Vijil platform.
- Booz Allen / Defy SecurityminorBooz Allen's Defy Security practice is listed as an advisory and services partner for AI agent security and governance implementation using the Vijil platform.
- GuidePointminorGuidePoint is listed as an advisory and services partner providing AI governance implementation services using the Vijil platform.
- Ingram MicrominorIngram Micro is listed as a distribution partner for Vijil's platform, enabling broader market access through Ingram Micro's reseller and distribution network.
- optivminoroptiv is listed as an advisory and services partner providing cybersecurity advisory services around the Vijil AI agent trust platform.
- PerficientminorPerficient is listed as an advisory and services partner providing implementation services for AI agent trust and governance using the Vijil platform.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
vijil competitors and assessment
Company assessmentDirect peers
- Protect AI: Protect AI provides AI/ML security posture management, including model scanning, red-teaming, and guardrails. Its Guardian and Radar products target the same AI-trust use case as Vijil's Diamond/Dome, especially in regulated industries.
- HiddenLayer: HiddenLayer offers AI application security including model and agent protection against adversarial attacks. Comparable to Vijil's prompt-injection defense and runtime guardrails, with overlapping enterprise security buyer profile.
- Robust Intelligence: Robust Intelligence (acquired by Cisco) provides AI firewall and model security including adversarial testing and runtime defense for enterprise AI. Direct competitor to Vijil across the evaluation-and-runtime-protection lifecycle, now distributed through Cisco's enterprise channel.
- CalypsoAI: CalypsoAI offers AI security and observability including model red-teaming, guardrails, and adversarial robustness testing. Strongly comparable to Vijil Diamond's pre-deployment evaluation and Dome runtime protection offerings for enterprise AI deployments.
- Lakera: Lakera builds AI-native security for LLM applications, offering prompt-injection defense and agent guardrails (Gandalf). Directly comparable to Vijil's Dome runtime protection and Depot hardened components for agent deployments.
- Cranium AI: Cranium provides enterprise AI security, governance, and compliance for AI systems including agentic workflows. Directly comparable positioning to Vijil in serving CISOs, GRC, and platform engineering teams with AI risk visibility.
- Arthur AI: Arthur offers AI observability and performance monitoring with security/guardrail extensions. Comparable to Vijil's broader trust platform for enterprise AI deployments, particularly on model evaluation and continuous monitoring dimensions.
- WhyLabs: WhyLabs provides AI observability and guardrails for LLM applications, including evaluation, monitoring, and security. Vijil lists a former WhyLabs AE on its team; directly comparable to Vijil Diamond and Dome modules in production AI monitoring.
- Aim Security: Aim Security delivers AI security and governance for enterprise use of LLMs and AI agents, including prompt-injection defense and runtime protection. Marketed by Vijil's own Head of Marketing as a prior company; directly comparable to Vijil's agent trust platform.
Emerging players
- Modulos: Modulos is a strategic co-marketing partner of Vijil focused on AI governance, risk, and compliance platforms. While not a direct competitor (the companies run joint webinars on closed-loop governance), Modulos' GRC-focused offering overlaps with Vijil's governance/audit capabilities.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
vijil social profiles
Digital presencevijil compliance and trust
Trust signalCompliance1 record
vijil financial estimates
Financial estimateRevenue estimate
Valuation estimate
vijil leadership team
Management profileNumber of profiles
vijil funding detail
Funding detailFunding overview
Funding rounds2 records
Investors3 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
vijil M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about vijil
What does vijil do?
Vijil sells a software platform that helps developers and enterprises build, evaluate, deploy, and operate trustworthy AI agents. The platform bundles four products — Depot, Diamond, Dome, and Darwin — covering pre-built hardened agent components, automated safety/reliability evaluation, runtime protection, and continuous improvement of agents in production.
Is vijil a public or private company?
vijil is a private company. It is classified as venture growth investor backed and is currently operating.
When was vijil founded?
vijil was founded in 2023. It employs 1 to 10 people.
Where is vijil based?
vijil is headquartered in Menlo Park, United States, in the North America region.
How does vijil make money?
Two revenue lines are on record. Platform Subscription (Vijil Platform) is the primary driver. The others are professional Services (Implementation & Advisory).
Who are vijil's main competitors?
Direct peers on record are Protect AI, HiddenLayer, Robust Intelligence, CalypsoAI, Lakera, Cranium AI, Arthur AI, WhyLabs and Aim Security. Modulos is listed as an emerging player.
Does vijil have an API?
Yes. Vijil offers multi-language SDKs and a REST API for any stack, enabling integration with diverse technology environments. The platform supports deployment architectures that are hosted with scoped retention or deploy inside customer VPC with the same features. Technical requirements include HTTP endpoint, service account for tools if needed, and outbound access for evaluation runs. Developer documentation is at docs.vijil.ai.
What industry is vijil in?
vijil's product category is AI Agent Trust and Security Platform. Its primary akta.pro industry code is HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII), with a secondary code of HDAAACAI, Safety, Alignment & Content Moderation (Guardrails, Red Teaming). Its NAICS code is 5132 and its SIC code is 7372.