What Validia does

Validia is a privately held AI-security startup founded in 2023 and headquartered in New York (27 E 28th Street), with the website URL validia.ai and an employee count of 1-10. The firm operates at the intersection of AI and cybersecurity, building solutions that help organizations understand, verify, and trust the AI systems they depend on — explicitly framing the core problem as opaque and rapidly evolving AI models whose behavior cannot be reliably inspected. Its stated thesis is that "what can be understood can be measured, and what can be measured can be made safe," positioning Validia as analyzing WHY AI systems behave as they do rather than only monitoring their outputs. Proprietary components include an "AI Behavior Understanding Platform" and "AI Transparency and Predictability Tools," though no named product SKUs, modules, pricing tiers, APIs, SDKs, or integration partners are disclosed in the public material.

Validia's business model is subscription-based, targeted at enterprise organizations via a sales-led motion with demo booking through Calendly. The go-to-market is explicitly collaborative: the company is working with a "select group of early teams" to co-design its offering, suggesting a design-partner model rather than self-serve or PLG. The firm also invests in ecosystem visibility through hackathons (e.g., the Personalized Agents Hackathon co-hosted with Lightning AI at Newlab in April 2026) and developer-ecosystem networking (Pre-DistrictCon alongside Edera and MetaCTF). Validia has obtained SOC 2 Type II certification — a notable credential for a 1-10 person pre-revenue company — and has shipped at least one early detection product jointly with Proctaroo (to identify users of the AI cheating app Cluely). The leadership team consists of co-founders Paul Vann (CEO/CTO) and Hunter McGuire (Founding Engineer), advised by Martin Roesch and Perry Carpenter. Validia has disclosed participation in the AWS & CrowdStrike Cybersecurity Accelerator (February 2025) but has not announced a priced funding round, named any institutional investors, or published pricing or reference customers. The website's current headline — "Brewing something new. Stay Tuned" — confirms pre-launch status.

Name

Validia

Legal name

Validia

Website

https://validia.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

Validia is a pre-launch AI-security startup building subscription software that helps enterprises understand, verify, and trust the behavior of AI systems they depend on, currently co-designing its offering with a select group of early design-partner teams.

Ownership category

akta.pro rank

Product category

AI Security Software

NAICS

Security Systems Services (except Locksmiths) (561621)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)

akta.pro secondary industries

Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Regulatory Readiness & Audit Automation (e.g., EU AI Act, NIST AI RMF, ISO/IEC 42001) (HDAAAMAE)

Keywords

• AI security
• AI behavior analysis
• AI transparency tools
• AI safety verification
• AI risk management

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Enterprise AI Security Solutions: Validia offers AI security solutions to organizations that need to understand and trust their AI systems. The company is in early stage with a focus on building relationships with select early teams as they design their offering.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels2 records

Core offering

Validia builds AI security solutions that help enterprise organizations understand and verify how AI systems behave. The company's focus is on closing the gap between AI capability and AI risk by ensuring AI remains transparent, predictable, and safe through analysis of AI behavior, not just outputs. Validia is in early-stage development and is co-designing its offering with a select group of early teams.

Product overview

Validia is an AI security company offering solutions that help organizations understand, measure, and trust the AI systems they depend on. The company is building products focused on closing the gap between AI capability and AI safety, ensuring that AI remains transparent, predictable, and safe as these models grow more powerful and embedded in organizational workflows. No specific named products, modules, or feature tiers are explicitly described in the available source material.

Differentiator

Problem solved

Functional benefit

Products and services

• Validia AI Security Platform Enterprise AI security solution that helps organizations understand, measure, and verify how AI systems behave. Designed for enterprise organizations deploying AI in critical workflows that need AI transparency, predictability, and safety.

Segments2 records

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature2 records

Partnerships

Five partnerships are on record, tiered minor.

• Lightning AIminorStrategic or Co-development Partner · 6 April 2026Lightning AI supported a 'Personalized Agents Hackathon' held with Validia and Paul Vann at Newlab. The event showcased use cases in manufacturing, 3D design, fintech security, developer workflows, and internal knowledge systems. Lightning AI positioned these as usable workflows rather than demos.
• NewlabminorGTM or Marketing PartnerNewlab hosted the Personalized Agents Hackathon event in collaboration with Validia and Lightning AI, providing the venue and ecosystem for AI agent development demonstrations.
• EderaminorGTM or Marketing PartnerEdera participated in a Pre-DistrictCon networking event alongside Validia and MetaCTF. Both companies are positioning themselves for visible presence at upcoming cloud-native and developer conferences including ContainerDays London, HPSF Conference, QCon London, Cloud Native Rejekts, and KubeCon EU.
• ProctaroominorOthersProctaroo, along with Validia, launched a detection product to catch people using the AI cheating app Cluely. This represents competitive positioning in the AI security/anti-cheating detection space rather than a traditional partnership.
• MetaCTFminorGTM or Marketing PartnerMetaCTF participated alongside Validia and Edera in a Pre-DistrictCon networking event in the cloud-native and developer ecosystem.

Recent moves5 records

Expansion highlights4 records

Direct peers

• Protect AI: AI/ML security platform that scans, monitors, and protects AI systems across the model lifecycle. Direct competitor to Validia in enterprise AI behavior and security assurance.
• HiddenLayer: Security solutions purpose-built for AI models, including adversarial attack detection and model behavior monitoring. Closely comparable to Validia's behavior-understanding thesis.
• Robust Intelligence: AI firewall and model risk management platform for validating AI system behavior in production. Highly comparable to Validia on AI security and governance.
• CalypsoAI: AI security and testing platform focused on model evaluation, red-teaming, and observability. Overlaps directly with Validia's trust and safety value proposition.
• Lakera: AI security company offering guardrails and protection for LLM-based applications. Comparable as a peer in the AI behavior and safety tooling category.
• WhyLabs: AI observability platform that monitors and explains model behavior in production. Direct overlap with Validia's transparency and behavior-underdifferentiation.
• Fiddler AI: AI explainability, monitoring, and governance platform for responsible AI. Closely aligned with Validia's behavior understanding and trust thesis.
• Arize AI: AI observability and evaluation platform for LLM and ML applications. Comparable in monitoring and understanding production AI system behavior.

Emerging players

• TrojAI: AI security startup focused on detecting trojans and vulnerabilities in AI models. Overlaps with Validia on AI behavior and model integrity assurance.

Broad incumbents

• Datadog: Large observability platform that has added AI/LLM monitoring and safety capabilities. Represents a broad-incumbent threat that could bundle AI behavior monitoring into its existing enterprise footprint.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat3 records

Key risks6 records

Key highlights5 records

Customer concentration

• Xx.com/validia_
• Facebookfacebook.com/profile.php
• LinkedInlinkedin.com/company/validia-ai

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 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 Validia