Tumeryk
Tumeryk is an AI cybersecurity company providing real-time trust scoring and governance for enterprise AI deployments, including conversational AI and autonomous agents. The Redwood City-based firm targets CISOs, CIOs, and regulated industries through its AI Trust Score platform.
- Company typePrivate
- Founded2024
- HeadquartersRedwood City, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Tumeryk does
Tumeryk is an AI cybersecurity company that provides real-time trust scoring and governance for enterprise AI deployments, including conversational AI applications and autonomous AI agents. Founded in July 2024 and headquartered in Redwood City, California, the company targets security leaders (CISOs, CIOs), AI platform engineering teams, and regulated industries such as financial services and government that require continuous risk assessment of AI models, agents, and AI-enabled workforce tools.
The company's core platform, branded AI Trust Score™, is a real-time scoring engine that evaluates AI models and agents across 9 critical risk dimensions including prompt injection, jailbreak resistance, privacy leakage, bias, hallucinations, transparency, reliability, and agentic boundary violations. The platform organizes capabilities into four groups—AI Guardrails, AI Red Teaming, AI Observability, and Secure Workforce Chatbot—supported by three product pillars: AI Posture Intelligence (Shadow AI discovery and asset catalog), Workforce AI Security (DLP, browser/MDM protection, CodeRails), and Agentic AI Governance (AI Security Gateway, Agentic Identity/RBAC, multi-agent orchestration control). Technical components include continuous Garak-based adversarial testing, two Python SDKs (tumeryk-guardrails, ai-trust-score), and integrations with major enterprise security and AI stacks including Wiz, Datadog, Splunk, Zscaler, Palo Alto, SentinelOne, NVIDIA Nemo, AWS, Azure, and GCP.
Tumeryk monetizes through tiered SaaS subscriptions (Freemium, Admin/Analyst/Professional, Enterprise tiers) with custom multi-year contracts for enterprise accounts, layered with a product-led growth motion anchored on a free Shadow AI Discovery tool (Windows/macOS) and 14-day free trials across all tiers. Distribution combines direct enterprise field sales to CISOs/CIOs offering a stated $5,000 AI Security Risk Audit, channel partners and system integrators, public-sector procurement through Carahsoft, plus marketplace listings on AWS Marketplace and Microsoft Visual Studio Marketplace. The company holds Gartner Cool Vendor 2025 recognition and serves as the official AI risk scoring provider for the Cloud Security Alliance RiskRubric v2 framework, with methodology co-developed in partnership with the USC AI Trust Lab.
Tumeryk firmographics
Firmographics- Name
- Tumeryk
- Legal name
- Tumeryk, Inc.
- Website
- https://tumeryk.com
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Tumeryk is an AI cybersecurity company providing real-time trust scoring and governance for enterprise AI deployments, including conversational AI and autonomous agents. The Redwood City-based firm targets CISOs, CIOs, and regulated industries through its AI Trust Score platform.
- Ownership category
- akta.pro rank
Tumeryk industry classification
Industry- Product category
- AI Security & Trust Software
- SIC
- Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
- akta.pro secondary industries
- Model Security Testing & Red Teaming (adversarial ML, jailbreaks) (HDAAAKAC), Identity, Access & Secrets Management for AI Systems (IAM for agents/models) (HDAAAKAJ), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)
Keywords
Where Tumeryk is headquartered
LocationHeadquarters
- HQ city
- Redwood City
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Tumeryk business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- AI Trust Score Platform SaaS Subscription: Cloud-delivered SaaS platform with tiered subscription tiers (Free Trial, Admin/Analyst/Professional, Enterprise). Revenue derived from annual or multi-year subscriptions based on capability groups selected.
- Enterprise Custom Pricing: Custom-priced enterprise deployments with unlimited AI model endpoints, custom policy enforcement, advanced integrations (Wiz, DataDog, Splunk), and full pen testing capabilities.
- Professional Services: Implementation support, technical training, certification programs, and sales enablement provided through partner ecosystem.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | AI Guardrails - Free Trial: 14-day platform access with core guardrail features |
| Subscription | Annual | AI Guardrails - Admin: Mid-tier with additional guardrail features |
| Subscription | Multi-year contract | AI Guardrails - Enterprise: Unlimited endpoints with custom policy enforcement |
| Freemium | Pay-as-you-go | AI Red Teaming - Free Trial: 14-day continuous red teaming access |
| Subscription | Annual | AI Red Teaming - Red Teaming Analyst: Enhanced red teaming with analyst features |
| Subscription | Multi-year contract | AI Red Teaming - Enterprise: Unlimited scenarios with custom attack simulation |
| Freemium | Pay-as-you-go | AI Observability - Free Trial: 14-day observability dashboard access |
| Subscription | Annual | AI Observability - SOC Analyst: Enhanced observability for security operations |
| Subscription | Multi-year contract | AI Observability - Enterprise: Advanced analytics with Wiz integration |
| Freemium | Pay-as-you-go | Secure Workforce Chatbot - Free Trial: 14-day chatbot security access |
| Subscription | Annual | Secure Workforce Chatbot - Professional: Enhanced workforce protection |
| Subscription | Multi-year contract | Secure Workforce Chatbot - Enterprise: Enterprise-grade DLP with advanced protection |
Go-to-market motion3 records
Distribution channels6 records
Marketing channels8 records
Tumeryk product offering
Product offeringCore offering
Tumeryk provides a cloud-delivered AI Trust Score Platform that delivers real-time trust scoring, guardrails, automated red teaming, and observability for enterprise AI applications, agents, and services. The platform evaluates models, agents, and chatbots across nine security dimensions including prompt injection, jailbreak resistance, privacy leakage, bias, hallucinations, transparency, reliability, and agentic boundary violations, and pairs this scoring with policy enforcement, shadow AI discovery, and workforce DLP controls for enterprise security teams.
Product overview
Tumeryk offers a unified AI Trust Score Platform combining four integrated capability groups: AI Guardrails (real-time policy enforcement), AI Red Teaming (automated vulnerability assessment), AI Observability (continuous monitoring), and Secure Chatbot (workforce AI protection). The platform is built around three core product pillars: AI Posture Intelligence for discovering shadow AI and assessing risk; Workforce AI Security for controlling employee AI interactions; and Agentic AI Governance for enforcing policies on autonomous AI agents. Supporting offerings include the free Shadow AI Discovery Tool, AI Trust Score Reports (2025 and 2026 editions developed with USC AI Trust Lab), and Python SDKs for developer integration. The platform integrates with leading cloud providers, AI/ML platforms, security tools, and enterprise systems, supporting compliance with OWASP LLM Top 10, ISO 42001, NIST AI RMF, EU AI Act, HIPAA, and SOC 2.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Trust Score Platform Unified cloud-delivered SaaS platform combining AI Guardrails, AI Red Teaming, AI Observability, and Secure Workforce Chatbot into a single integrated solution for enterprise AI trust, risk, and security management.
- AI Posture Intelligence Solution pillar that discovers shadow AI usage, maps AI assets, and assesses risk across models, agents, and tools through continuous red teaming, guardrails alignment testing, and continuous risk scoring, for CISOs, CIOs, and AI platform leaders.
- Workforce AI Security Solution pillar that controls and secures employee AI interactions with tools like ChatGPT, Copilot, and Claude, including secure chatbot access, browser protection, data loss prevention, CodeRails for developers, MDM integration, and real-time usage analytics.
- Agentic AI Governance Solution pillar that enforces real-time policies, monitors AI agents, and ensures compliance across AI systems interacting with enterprise data, including AI Security Gateway, Agentic Identity & RBAC, AI Trust Score, AI Observability, and multi-agent orchestration control.
- Shadow AI Discovery Tool Free downloadable discovery tool (Windows and macOS) that detects unauthorized AI tools used across an organization by analyzing DNS logs, identifying 100+ AI services including ChatGPT, Claude, Copilot, and Gemini without impacting performance.
- Tumeryk Co-Pilot Secure enterprise alternative to Microsoft Copilot that processes data within the enterprise security perimeter, featuring MCP server data protection with dynamic access controls, role-based guardrails, and audit trails.
- Tumeryk Guardrails Python SDK Python SDK (pip install tumeryk-guardrails) for embedding AI trust scoring and policy enforcement directly into GenAI applications, enabling developers to integrate real-time trust scoring with OpenAI, Azure, Anthropic, and local models.
- AI Trust Score Python SDK Python package (pip install ai-trust-score) for accessing comprehensive trust and safety metrics for AI models, including prompt injection, security, data privacy, hallucination, and fairness dimensions.
- AI Trust Score Report 2026 Independent adversarial evaluation report scoring GPT-5.2, Claude Opus 4.5, and Gemini 3 Pro across nine security dimensions using 4,200+ real-world security tests, developed in partnership with USC AI Trust Lab.
Quantifiable outcome
- 99.9% uptime with 24/7 monitoring
- +3 more outcomes
Companies that use Tumeryk
Customer profileNamed customers5 records
Segments7 records
Ideal customer profiles6 records
Tumeryk technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration35 records
AI capability9 records
Feature9 records
Tumeryk partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core.
- Cloud Security Alliance (CSA)coreTumeryk joined CSA's newly launched RiskRubric ecosystem as an official AI risk assessment and scoring provider. CEO Rohit Valia co-authored the RiskRubric v2 Concept Paper and contributed to the framework's updated scoring methodology. Tumeryk's AI Trust Score Scanner serves as the official automated scoring engine for CSA RiskRubric v2, the six-pillar framework for enterprise AI risk.
- USC AI Trust LabcoreDeveloped in partnership with the USC AI Trust Lab for the 2026 AI Trust Score Report. Methodology aligned with USC AI Trust Lab research standards for independent adversarial evaluation.
- DataKryptocorePartnership to deliver world's first encrypted guardrails for AI, LLMs, and SLMs. Joint integration offering full pipeline AI encryption for operational AI security.
- CarahsoftcorePublic sector distribution partner enabling government procurement and public sector acquisition. Manages contract vehicles for federal agencies and state & local government.
- AWScoreAWS Activate member and AWS Marketplace seller. Cloud platform integration and go-to-market partnership.
- WizcoreWiz Integration Network partner. Wiz integration for automatic AI asset discovery in enterprise deployments.
- DataDogcoreDataDog Partner Network member. Integration with DataDog for monitoring, log management, and enterprise analytics.
- SplunkcoreSecurity tool integration partner. Tumeryk integrates with Splunk for comprehensive log management and SIEM capabilities.
- NVIDIAcoreNVIDIA Inception member. Integration with NVIDIA NemoClaw and Nemo Guardrails for enterprise-safe AI agent runtimes. Unified policy management for autonomous AI agents.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Tumeryk competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key highlights7 records
Customer concentration
Tumeryk social profiles
Digital presenceTumeryk compliance and trust
Trust signalCompliance6 records
Tumeryk financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tumeryk leadership team
Management profileNumber of profiles
Profiles6 records
Tumeryk funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tumeryk 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 Tumeryk
What does Tumeryk do?
Tumeryk provides a cloud-delivered AI Trust Score Platform that delivers real-time trust scoring, guardrails, automated red teaming, and observability for enterprise AI applications, agents, and services. The platform evaluates models, agents, and chatbots across nine security dimensions including prompt injection, jailbreak resistance, privacy leakage, bias, hallucinations, transparency, reliability, and agentic boundary violations, and pairs this scoring with policy enforcement, shadow AI discovery, and workforce DLP controls for enterprise security teams.
Is Tumeryk a public or private company?
Tumeryk is a private company. It is classified as venture growth investor backed and is currently operating.
When was Tumeryk founded?
Tumeryk was founded in 2024. It employs 11 to 50 people.
Where is Tumeryk based?
Tumeryk is headquartered in Redwood City, United States, in the North America region.
How does Tumeryk make money?
Three revenue lines are on record. AI Trust Score Platform SaaS Subscription is the primary driver. The others are enterprise Custom Pricing and professional Services.
Does Tumeryk have an API?
Yes. Tumeryk offers an API for AI security integration, including a Chat Completions API with security metrics. The API supports unlimited API calls and is accessible via the Python SDK. Documentation is password-protected and requires authentication. Developer documentation is at tumeryk.com/docs/api.
What industry is Tumeryk in?
Tumeryk's product category is AI Security & Trust Software. Its primary akta.pro industry code is HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII), with a secondary code of HDAAAKAC, Model Security Testing & Red Teaming (adversarial ML, jailbreaks). Its SIC code is 7371.