Votal AI
Votal AI is a 2024-founded AI security company providing runtime guardrails for enterprise LLM agents and applications. It blocks prompt injections, redacts PII, enforces RBAC, and governs tool calls across major model providers for regulated buyers in banking, healthcare, and SaaS.
- Company typePrivate
- Founded2024
- HeadquartersSan Jose, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Votal AI does
Votal AI is a runtime AI security company founded in 2024 and headquartered in San Francisco that sells a guardrail layer for enterprise LLM agents and applications. The platform sits between agents and model endpoints — OpenAI, Anthropic, AWS Bedrock, and self-hosted models — to block prompt injections, redact PII, enforce RBAC, govern tool calls, and gate agent identities on every model call, with sub-15ms latency overhead. Its three-layer defense stack combines deterministic edge checks (Fast Guard), a trained linear probe on model hidden states (Neural Probe), and a 40-technique adversarial classifier (Deep LLM Guard), all trained on an in-house pipeline using NVIDIA NeMo Data Designer, SFT, and RLHF. The broader portfolio includes Votal CART for continuous adversarial red-teaming and Votal Shield for agent identity and authorization, plus a separate B2C voice-coaching sub-brand called VIVE AI.
Votal sells primarily through enterprise field sales with demo-led engagement and quote-based subscription pricing, augmented by a self-serve Docker-based POC path with a 30-day free trial. The go-to-market is event-driven at RSA, Black Hat MEA, and HumanX, and includes a strategic channel partnership with NeXasure for healthcare and financial services. The company targets regulated verticals — with Banking & Financial Services, Healthcare & Life Sciences, and Software & SaaS as primary segments — and supports SOC 2 Type II, HIPAA, PCI-DSS, SOX, FFIEC, NERC CIP, EU AI Act, 21 CFR Part 11, and other compliance frameworks through pre-built policy packs. Operations span four offices (San Francisco HQ, San Jose, Mumbai R&D, Dubai MEA hub), reflecting an early but deliberate international footprint built on a $1.1M seed round and a team of 11-50.
Votal AI firmographics
Firmographics- Name
- Votal AI
- Legal name
- Votal AI Inc
- Website
- https://votal.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Votal AI is a 2024-founded AI security company providing runtime guardrails for enterprise LLM agents and applications. It blocks prompt injections, redacts PII, enforces RBAC, and governs tool calls across major model providers for regulated buyers in banking, healthcare, and SaaS.
- Ownership category
- akta.pro rank
Votal AI industry classification
Industry- Product category
- AI Security Platform
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG)
- akta.pro secondary industries
- Prompt Security & Injection Defense (HDAAAKAE), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Identity, Access & Secrets Management for AI Systems (IAM for agents/models) (HDAAAKAJ), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)
Keywords
Where Votal AI is headquartered
LocationHeadquarters
- HQ city
- San Jose
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Votal AI business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- AI Security Platform Subscription: Subscription-based runtime security platform providing guardrails for enterprise LLM applications. Pricing likely tiered by usage volume and feature set. Includes AI Guardrails and AI CART products.
- Subscription Plans: Monthly recurring billing with 30-day free trial for new users. Subscription automatically renews unless canceled.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Monthly | Enterprise security platform - custom pricing |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels6 records
Votal AI product offering
Product offeringCore offering
Votal AI provides a runtime guardrail layer for enterprise LLM agents that enforces role-based access control, redacts PII, governs tool calls, and blocks prompt injections, jailbreaks, and topic violations with sub-15ms overhead. The platform combines three integrated products—AI Guardrails (runtime enforcement), AI CART (Continuous Adaptive Red Teaming), and Votal Shield (agent identity and authorization)—trained in-house via DataGen, SFT, and RLHF pipelines.
Product overview
Votal AI offers a platform of runtime AI security products for enterprise LLM deployments. The core portfolio consists of three integrated products: Votal AI Guardrails (the runtime guardrail enforcement layer), Votal CART (Continuous Adaptive Red Teaming for continuous adversarial testing), and Votal Shield (agent identity and authorization). Together they form a three-layer defense architecture: pre-call inspection blocks prompt injections before they reach the model; post-call inspection scans outputs for PII and policy violations; and the Runtime Control Plane enforces agent & tool call policies with sub-15ms latency. Votal AI also maintains VIVE AI as a separate B2C voice coaching sub-brand. The platform is SOC 2 Type II certified and supports deployment in VPC, on-prem, or private cloud environments.
Differentiator
Problem solved
Functional benefit
Brands
- AI CART: Continuous Adaptive Red Teaming platform for continuous adversarial validation of AI systems
- AI Guardrails
- VIVE AI
- Votal Shield
Products and services
- Votal AI Guardrails Votal AI Guardrails is the runtime guardrail layer that enforces trust, safety, and control across enterprise LLM applications. It sits between agents and LLMs to block prompt injections, redact PII, restrict topics, and gate tool calls per tenant and per role, with sub-15ms overhead.
- Votal CART (Continuous Adaptive Red Teaming) Votal CART is a continuous adversarial testing platform that validates the security, safety, and resilience of AI models and agents at scale. It continuously probes guardrails with adversarial prompts, jailbreak attempts, and novel attack vectors, identifies security gaps, and auto-patches policies in real time using 100+ known attack techniques.
- Votal Shield Votal Shield is the agent identity and authorization layer for agentic AI systems. It provides short-lived tokens, single-use capability tokens bound to action and resource, per-agent identity with signed delegation chains, and full audit tuples at every tool call verify, closing the gap between classical IAM and agentic security requirements.
Quantifiable outcome
- Sub-15ms latency overhead on LLM interactions
- +9 more outcomes
Companies that use Votal AI
Customer profileSegments9 records
Ideal customer profiles5 records
Votal AI technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability6 records
Feature5 records
Votal AI partnerships and signals
Strategic signalPartnerships
One partnership is on record.
- NeXasurecoreStrategic partnership integrating NeXasure Defend with Votal AI Guardrails to deliver closed-loop AI security architecture for sovereign and regulated environments. Joint offerings include continuous AI red teaming through CART, real-time guardrail enforcement with 150ms latency, AI Risk Assessments, and Guardrail Deployment Sprints targeted for Q3 2026. Focus on healthcare and financial services organizations with compliance requirements for HIPAA, PCI-DSS, OCR, FINRA, and OCC.
Scale indicators6 records
Recent moves8 records
Expansion highlights6 records
Votal AI competitors and assessment
Company assessmentDirect peers
- Lakera: Lakera offers runtime prompt injection defense and AI guardrails for enterprise LLM applications. It is the closest direct competitor to Votal's Guardrails product, targeting similar developer and security buyers with drop-in protection for LLM-powered apps.
- Protect AI: Protect AI provides a platform for AI/ML security including model scanning, red teaming, and LLM guardrails. Its product breadth across the ML lifecycle overlaps directly with Votal's combined Guardrails and CART offerings.
- Calypso AI: Calypso AI delivers AI security, observability, and governance for enterprise generative AI deployments. It competes with Votal on policy enforcement, audit trails, and model risk management for regulated use cases.
- HiddenLayer: HiddenLayer provides application-layer security for AI models and agents, including adversarial attack detection and model hardening. Its focus on runtime model protection and threat detection directly parallels Votal's guardrail stack.
Broad incumbents
- Robust Intelligence (Cisco AI Defense): Originally Robust Intelligence and now part of Cisco's AI Defense portfolio, this offering combines AI vulnerability scanning, red teaming, and runtime protection. As a broad incumbent with Cisco's enterprise distribution, it competes with Votal across the LLM security lifecycle.
- AWS Bedrock Guardrails: AWS ships native guardrails for Bedrock-hosted models, including content filtering, topic restrictions, and PII redaction. As a hyperscaler-native offering bundled into a major LLM platform, it represents the primary commoditization risk to Votal's runtime guardrail wedge.
- Microsoft Azure AI Content Safety: Azure AI Content Safety provides prompt and completion filtering for Azure OpenAI deployments, with enterprise controls for harmful content and jailbreak prevention. It competes head-to-head with Votal for enterprises standardized on Microsoft AI infrastructure.
- Datadog AI Monitoring: Datadog has expanded its observability platform to monitor LLM applications, including cost, performance, and quality tracking. As a broad observability incumbent, it offers a partial alternative to Votal's monitoring and audit-trail capabilities for enterprise customers.
- IBM watsonx.governance: IBM watsonx.governance provides AI lifecycle governance, risk management, and compliance tooling for regulated enterprises. It competes with Votal on policy enforcement, audit trails, and compliance reporting for large, compliance-heavy buyers.
Emerging players
- WhyLabs: WhyLabs provides AI observability and monitoring for LLM and ML models, including drift, quality, and safety tracking. Its observability focus overlaps with Votal's continuous monitoring and CART red-teaming capabilities.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Votal AI social profiles
Digital presenceVotal AI compliance and trust
Trust signalCompliance16 records
Votal AI financial estimates
Financial estimateRevenue estimate
Valuation estimate
Votal AI leadership team
Management profileNumber of profiles
Profiles6 records
Votal AI funding detail
Funding detailFunding overview
Funding rounds2 records
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Votal AI 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 Votal AI
What does Votal AI do?
Votal AI provides a runtime guardrail layer for enterprise LLM agents that enforces role-based access control, redacts PII, governs tool calls, and blocks prompt injections, jailbreaks, and topic violations with sub-15ms overhead. The platform combines three integrated products—AI Guardrails (runtime enforcement), AI CART (Continuous Adaptive Red Teaming), and Votal Shield (agent identity and authorization)—trained in-house via DataGen, SFT, and RLHF pipelines.
Is Votal AI a public or private company?
Votal AI is a private company. It is classified as venture growth investor backed and is currently operating.
When was Votal AI founded?
Votal AI was founded in 2024. It employs 11 to 50 people.
Where is Votal AI based?
Votal AI is headquartered in San Jose, United States, in the North America region.
How does Votal AI make money?
Two revenue lines are on record. AI Security Platform Subscription is the primary driver. The others are subscription Plans.
Who are Votal AI's main competitors?
Direct peers on record are Lakera, Protect AI, Calypso AI and HiddenLayer. Broad incumbents are Robust Intelligence (Cisco AI Defense), AWS Bedrock Guardrails, Microsoft Azure AI Content Safety, Datadog AI Monitoring and IBM watsonx.governance. WhyLabs is listed as an emerging player.
Does Votal AI have an API?
Yes. Votal AI provides Python, TypeScript, and Go SDKs plus a low-latency REST API. The REST API supports sub-millisecond Fast Guard checks and async Deep Guard processing. The SDKs enable developers to author guardrail policies in code, integrate policy-as-code into CI/CD pipelines, and manage agent authorization controls programmatically. Developer documentation is at docs.shield.votal.ai.
What industry is Votal AI in?
Votal AI's product category is AI Security Platform. Its primary akta.pro industry code is HDAEANAG, Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII), with a secondary code of HDAAAKAE, Prompt Security & Injection Defense. Its NAICS code is 54151 and its SIC code is 7373.