Guardrail Technologies, Inc.

What Guardrail Technologies, Inc. does

Guardrail Technologies, Inc. is an early-stage enterprise AI security and behavioral governance company founded in Q2 2025 and headquartered in Park City, Utah (incorporated in Delaware). The company provides continuous monitoring of AI-generated code, agents, plugins, and workflows, delivering traffic-light verdicts (Green/Amber/Red) to surface hidden threats, data leakage, and compliance gaps that legacy cybersecurity tools miss. It sells into Fortune 1000 enterprises, engineering and development teams using AI tools, government and defense buyers (DoD Tradewinds Solutions Marketplace awardable), and legal/compliance/audit functions, with CEO T.J. Marlin (formerly EY's Global Forensic Technology & Innovation Leader) leading an operator team drawn from Amazon, CrowdStrike, Intel, Deloitte, Oracle, Google, and government agencies.

The platform is anchored by two core products: AI Traffic Light™, a visual risk-detection scanner offered as specialized modules (Code & AI, Trust, Privacy, Shadow, Drift, Creative, Legal), and AI Command Center™, an enterprise governance layer providing policy management, no-code workflow automation, MCP server integrations, and ROI dashboards. Supporting capabilities include the SAFE agentic risk framework, VendorGuard identity verification, DAPS cryptographic audit trails, and Data Masker (network-edge PII interception at under 25ms latency). The architecture embeds natively inside Claude, OpenAI, Cursor, GitHub Copilot, and Google tools via MCP servers and APIs, positioning Guardrail as an overlay governance layer rather than a rip-and-replace replacement. The company holds 3 issued patents and 6+ pending applications, SOC 2 Type II and GDPR certifications, and compliance mappings to EU AI Act, NIST, ISO 42001, OWASP, STRIDE, MITRE ATT&CK, and NIST 800-171.

Guardrail operates a hybrid go-to-market: a self-serve SaaS funnel (Free, $19/month Personal, $49/month Pro, $149/month Teams) under PLG mechanics, paired with a custom-priced Enterprise tier sold through a regional US field sales organization (Northeast, Southeast, East, West) targeting 6-12 month enterprise sales cycles. Distribution leverages Tradewinds DoD marketplace status, NVIDIA Inception Program membership, and an ecosystem of 60+ connectors. Offices span Park City, San Francisco, New York, and London (EMEA), with operations across 2+ countries. Revenue is not disclosed; pricing tiers and the May 2026 flagship launch date indicate the company is at the earliest stage of commercial scaling.

Name

Guardrail Technologies, Inc.

Legal name

Guardrail Technologies, Inc.

Website

https://guardrail.tech

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

11–50 employees

Short description

Guardrail Technologies is an early-stage enterprise AI security and governance platform that scans AI-generated code, agents, and workflows, delivering traffic-light risk verdicts and compliance tooling for Fortune 1000 enterprises, engineering teams, and government/defense buyers.

Ownership category

akta.pro rank

Headquarters

HQ city

Park City

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. AI Traffic Light SaaS Subscriptions: Tiered SaaS subscription model with Free (limited scans), Personal ($19/month), Pro ($49/month), and Teams ($149/month) tiers. All tiers include core scanning features with increasing rate limits and export formats at higher tiers. Enterprise tier offers unlimited team members, custom policies, SSO, dedicated account manager, and SLA guarantees at custom pricing.
2. Enterprise Platform Licenses: Custom enterprise agreements with dedicated account management, SLA guarantees, flexible contracts, and compliance addendums. Includes full suite access across all modules including AI Command Center, Shadow AI visibility, continuous compliance (EU AI Act, NIST, ISO 42001), and ROI analysis.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Guardrail Technologies provides an enterprise AI security and behavioral governance platform that continuously monitors AI-generated code, agents, plugins, and workflows. Its flagship AI Traffic Light™ platform delivers visual traffic-light verdicts (Green/Amber/Red) for risk detection, while AI Command Center™ provides centralized governance, workflow automation, and ROI measurement across enterprise AI usage.

Product overview

Guardrail Technologies delivers an enterprise AI security platform consisting of two core products and multiple modular add-ons. AI Traffic Light™ is the flagship visual risk detection platform offering color-coded verdicts (Red/Yellow/Green) for AI interactions, available as multiple specialized modules including Traffic Light for Code & AI (flagship scanner), Trust, Privacy, Shadow, Drift, Creative, and Legal variants. AI Command Center™ serves as the enterprise governance platform providing centralized control, dashboards, workflow automation, and ROI measurement. Supporting capabilities include I-Know (RAG-powered knowledge platform), SAFE (agentic AI framework), VendorGuard (identity verification), DAPS (audit trail system), Data Masker (PII protection), and ROI Analysis dashboard. The platform integrates natively with Claude, OpenAI, Cursor, GitHub Copilot, and Google tools, and connects via MCP Servers and APIs.

Differentiator

Problem solved

Functional benefit

Brands

• AI Traffic Light™: Visual risk detection platform providing red, yellow, green verdicts for AI interactions, code scanning, and agent behavior monitoring.
• AI Command Center™
• AI Traffic Light™ for Code + AI
• Trustworthy Output
• OneGuardrail Intelligence
• I-Know™
• AI Traffic Light™ for Shadow
• AI Traffic Light™ for Drift
• Data Masker™
• VendorGuard™
• SAFE (Secure Agentic Framework Environment™)
• ROI Analysis

Products and services

• AI Traffic Light™ Flagship visual risk detection platform delivering traffic-light verdicts (Green/Yellow/Red) for AI-generated code, apps, agents, and plugins to expose hidden threats and critical risks.
• AI Command Center™ Enterprise governance platform serving as the central nervous system for AI usage and value creation. Provides dashboards, no-code workflow automation, real-time ROI measurement, MCP server/API integration, and policy management.
• Traffic Light for Code & AI™ Flagship security scanner that verifies both the code AI generates and the people behind the components it depends on. Includes SAFE, Behavioral Risk Analysis, VendorGuard verification, full-lifecycle AI security validation, and Traffic Light verdicts.
• Data Masker™ Network-edge protection module that intercepts every outbound AI request and replaces sensitive data with cryptographically secure aliases before anything leaves the environment. Delivers sub-25ms latency and handles 500+ requests/sec with zero raw PII leaving the network.
• I-Know™ RAG-powered, closed LLM platform that puts an organization's knowledge to work with built-in guardrails. Optional integration with AI Command Center for agentic AI workflows.
• AI Traffic Light™ for Shadow Runtime detection and intervention module with browser-layer governance detecting Shadow AI across 40+ tools, classifying content in real time and logging every action to verified identity.
• AI Traffic Light™ for Drift Runtime agentic risk detection module acting as a tool-call firewall for AI coding agents. Inspects every action against dozens of security rules with sub-5ms latency, blocking credential theft, data exfiltration, and reverse shells.

Quantifiable outcome

• 0-100 trust score in seconds with clear go/no-go signal
• +5 more outcomes

Segments5 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability7 records

Feature8 records

Partnerships

One partnership is on record.

• Tradewinds Solutions Marketplace (DoD)coreGTM or Marketing PartnerAI Traffic Light is awardable through the Tradewinds Solutions Marketplace, the Department of Defense's premier offering designed to accelerate procurement and adoption of AI/ML, data, and analytics capabilities for defense and government programs.

Scale indicators7 records

Recent moves9 records

Expansion highlights6 records

Direct peers

• Calypso AI: Calypso AI provides an enterprise platform for AI security, model risk, and AI governance — closely comparable to Guardrail's AI Command Center and continuous compliance capabilities.
• HiddenLayer: HiddenLayer provides AI/ML application security including adversarial attack detection and model protection for enterprises — the same behavioral risk analysis and runtime monitoring niche Guardrail targets.
• Lakera: Lakera focuses on LLM/GenAI application security (prompt injection, guardrails for AI agents) — a very direct overlap with Guardrail's AI Traffic Light for Trust and Drift modules.
• TrojAI: TrojAI builds AI security and robustness testing tools to detect trojans and vulnerabilities in ML models — overlapping with Guardrail's behavioral risk and vulnerability detection thesis.
• Cranium: Cranium offers AI security and compliance software for enterprise AI systems, with similar focus on visibility, governance, and trust — directly comparable to Guardrail's continuous compliance and Shadow AI controls.
• Protect AI: Protect AI provides AI/ML security scanning, model vulnerability management, and supply chain security — closely aligned with Guardrail's AI Traffic Light for Code & AI and dependency/author verification capabilities.
• Robust Intelligence: Robust Intelligence delivers AI application security (model scanning, runtime protection) — the same vulnerability-and-runtime-monitoring category as Guardrail's Traffic Light modules.

Broad incumbents

• Snyk: Snyk is an established developer-security platform for code, dependencies, and AI-generated code scanning — broader scope than Guardrail but the dominant incumbent Guardrail would compete against in code risk scanning.
• Veracode: Veracode is a broad application security platform with static analysis, dependency, and AI code scanning capabilities — a wider portfolio incumbent overlapping Guardrail's pre-deployment scanning layer.
• GitHub Advanced Security: GitHub Advanced Security provides native code scanning, secret detection, and dependency review inside the GitHub platform that Guardrail integrates with — an incumbent that could bundle competing AI code risk features directly into the developer workflow.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/guardrail-tech

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Guardrail Technologies, Inc.