TrojAI Defend by A10 Networks vs VotalAI

TrojAI Defend by A10 Networks has no write-up on Specifiction yet; its figures are above.

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.