Guardrails AI vs VotalAI
Guardrails AI
guardrailsai.comVotalAI
votal.aiSide by side
| Figure | Guardrails AI | VotalAI |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 0 | 0 |
| Spec score · AI Agent Security Software | 7.5 (#4) | 7.4 (#8) |
| Spec score · LLM Security Tools | 7.5 (#12) | 7.4 (#15) |
| Spec score · AI Guardrail Software | 7.5 (#11) | 7.3 (#15) |
| Deployment | Guardrails AI says the framework can run in a user's cloud or fully on-premises and supports chatbots, RAG pipelines, and agent workflows. | The site describes Docker deployment and says Votal can run on-premises or in a private cloud, including inside a VPC or air-gapped environment. |
| Product | Guardrails is a Python framework for building reliable AI applications by detecting, quantifying, and mitigating risks and generating structured data from LLMs. | VotalAI describes itself as a runtime security platform for enterprise AI applications and agents. |
| Purpose | Guardrails is a Python framework that detects, quantifies, and mitigates AI risks and helps generate structured data from LLMs. | Votal describes itself as a runtime security platform for enterprise AI applications and agents, enforcing guardrails, identity, data policies, and tool authorization. |
| Security and compliance | The maker describes its framework as putting safety, compliance, and policy enforcement at the center of AI workflows. | The homepage states SOC 2 Type II, ISO 27001, and ISO 42001 certifications, and describes tamper-evident logs and exportable audit trails. |
In their own words
Guardrails AI
Guardrails AI is an open-source Python framework for detecting and mitigating AI risks and producing structured data from large language models. It describes low-latency, real-time protection against PII leaks, hallucinations, jailbreaks, and custom policy violations. Guardrails Hub offers more than 65 community-built validators for risks that include PII and content moderation; they are available as public PyPI packages without an account or API key. Its Detect PII validator uses Microsoft Presidio and can anonymize text it identifies. The framework says it works with any LLM and can run in a cloud environment or fully on-premises. Named workflows include chatbots, RAG pipelines, and agent workflows. Snowglobe can connect to conversational agents through an API or SDK, simulate varied user and adversarial scenarios, and produce evaluation and fine-tuning datasets. It also supports saved regression suites and error-rate tracking across builds. The maker states that Guardrails is SOC 2 Type II certified and that enterprise customers receive dedicated support and a 99.9% uptime SLA. Official pages opened did not show a price or pricing plan.
VotalAI
VotalAI is a runtime security platform for enterprise AI applications and agents. It inspects prompts and model outputs for prompt injection, jailbreaks, sensitive data, and policy violations, and can block attacks, redact PII, restrict topics, and gate tool calls. Tool-call policies can be set by agent or role, with field-level redaction, rate limits, and human approval gates. The platform lists support for LangChain, LlamaIndex, CrewAI, OpenAI Assistants, Bedrock Agents, and custom orchestrators, and can sit between agents and OpenAI, Anthropic, Bedrock, or self-hosted models. Developers can use Python, TypeScript, or Go SDKs and a REST API. Deployment options include Docker, on-premises, and private cloud environments, including VPCs and air-gapped environments. Votal describes cryptographic identities for agents, tool calls, and MCP connections, plus searchable, exportable records of requests, guard verdicts, and blocked attacks. The maker states SOC 2 Type II, ISO 27001, and ISO 42001 certifications. Pricing is on request; signup is free to start, and new users receive a 30-day free trial.