NEW! Data443 Acquires Vaikora – Real-Time AI Runtime Control & Enforcement for AI Agent
Vaikora is a drop-in enforcement layer. Prisma AIRS is a five-pillar AI security suite. The choice is about how much of the AI security stack you want from one vendor.
Vaikora is a focused enforcement layer. It sits inline, evaluates AI agent actions against deterministic policy in under 500 milliseconds, and signs every decision into a SHA-256 hash chain. Deployment is two lines of code. Palo Alto Prisma AIRS 3.0 is a broader AI security platform covering five capability areas: AI runtime security, AI agent security, AI model security, AI red teaming, and AI Access Security. Prisma AIRS sits inside the Palo Alto Networks security stack and is most natural for organizations already running Palo Alto products. Vaikora is platform-independent.
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| Capability | Data443 Vaikora | Prisma AIRS 3.0 |
|---|---|---|
| Runtime enforcement | Yes, sub-500ms inline | Yes, via API Intercept and Network Intercept |
| Quantified latency SLA | Sub-500ms p95 documented | Not published as a number |
| Cryptographic audit chain | SHA-256, append-only | Not specified as cryptographic |
| Open-source reference gateway | Yes, MIT-licensed | No public open-source product |
| AI red teaming included | No, focused on enforcement | Yes, multi-turn red teaming |
| AI model security included | No, focused on runtime | Yes, model scanning and protection |
| AI Access Security included | No | Yes, separate Palo Alto product |
| SDK deployment | 2-line Python or Node.js | Network Intercept (NGFW redirect) or API Intercept |
| Multi-agent protocol enforcement | Yes, A2A and MCP | API-level intercept |
| LLM provider coverage | OpenAI, Anthropic, Gemini, OpenRouter | Microsoft Foundry, others via API Intercept |
| Compliance presets | SOC 2, HIPAA, GDPR, PCI DSS, ISO 27001 | Inherits Palo Alto compliance posture |
| Pricing transparency | $0 open-source, control plane on request | Token-based licensing, quote-based |
| Free tier | Yes, MIT gateway free forever | No free product tier |
| Deployment platform | Cloud, Linux, Docker, Kubernetes, sidecar | Network gateway, API gateway, NGFW redirect |
| Palo Alto platform requirement | None | Most natural with PAN-OS, Strata, Cortex |
| AWS Marketplace | 3 Vaikora connectors live | Via Palo Alto AWS Marketplace listings |
| Azure Sentinel | Vaikora-AzureSecurityCenter live | Via Palo Alto integrations |
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Scope. Prisma AIRS 3.0 is a five-pillar platform: runtime security, agent security, model security, red teaming, and a separate AI Access Security product for SaaS-AI usage governance. Vaikora is one capability area, runtime enforcement, executed with depth. The question for the buyer is whether the additional pillars (red teaming, model scanning, Access Security) are wanted from the same vendor or sourced separately.
Enforcement architecture. Vaikora runs inline as a proxy or as an in-process SDK. Both deployment modes return a policy decision in under 500 milliseconds. Prisma AIRS offers two enforcement modes: API Intercept (point your agent’s LLM traffic at a Palo Alto API gateway) and Network Intercept / Microperimeter (redirect workload traffic to the Palo Alto Next-Generation Firewall). API Intercept is the simpler deployment; Network Intercept assumes a Palo Alto firewall is already in the data path.
Audit and compliance. Vaikora signs every enforcement decision into a SHA-256 hash chain. The chain is append-only and replayable for audit. This is the foundation for SOC 2 Type II audit trails, HIPAA accountability records, and PCI DSS audit log mandates. Prisma AIRS logs violations and integrates with Cortex XSIAM and other Palo Alto SOC products. Public marketing does not call out cryptographic chaining as a documented feature. Buyers with audit-grade tamper-evident log requirements should ask both vendors for their log integrity model.
Red teaming. Prisma AIRS includes multi-turn AI red teaming for agentic and multi-agent systems, with target profiling and a defined testing methodology. Vaikora does not include red teaming. For organizations that want offensive AI testing as part of the same vendor relationship, Prisma is the natural fit. For organizations that prefer to source red teaming separately or run it in-house, Vaikora’s narrower scope is a feature, not a gap.
Open source. Vaikora ships vaikora-llm-gateway under the MIT license. Teams can run, modify, and self-host without a procurement conversation. Prisma AIRS has no public open-source product. The closest free-to-evaluate path on the Palo Alto side is a sales-led demo or proof of concept.
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Vaikora: The MIT-licensed open-source gateway is free forever. The Vaikora Control Plane (managed policy distribution, audit chain replay, SLA, compliance reporting) is quote-based. AWS Marketplace listings for Vaikora are at $0 with bring-your-own-API-key for the control plane.
Prisma AIRS: Token-based licensing, introduced February 2026. Quote-based across the board. Prisma AIRS pricing is tied to AI API usage tokens and Palo Alto’s wider platform commitment. Existing Palo Alto customers get bundle pricing; greenfield buyers should expect platform-tier enterprise pricing.
How they compare: Vaikora’s $0 entry point exists for any team that wants to run the gateway today. Prisma AIRS requires a procurement conversation. For teams already standardized on Palo Alto, Prisma adds incremental cost on top of a platform the team already owns. For teams without Palo Alto, Prisma is a multi-product commitment.
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When Prisma AIRS is the better fit:
When Data443 Vaikora is the better fit:
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Vaikora’s adapters cover OpenAI, Anthropic, Google Gemini, and OpenRouter at the LLM-call level. A2A and MCP enforcement are protocol-level. Distribution surfaces: AWS Marketplace (Vaikora to Security Hub, SentinelOne, CrowdStrike), Azure Sentinel (Vaikora-AzureSecurityCenter), and direct API.
Prisma AIRS sits inside the Palo Alto Networks portfolio. Integrations include Microsoft Foundry (added February 2026), API Intercept for direct LLM traffic, Network Intercept for NGFW-routed traffic, Cortex XSIAM for SOC output, and OAuth 2.0 token refresh added March 2026. Prisma AIRS is most naturally deployed alongside other PAN products.
The two products can coexist. Vaikora can be deployed inline at the LLM-call boundary while Prisma AIRS handles network-layer enforcement and model security elsewhere in the stack. For organizations wanting layered defense in depth, this is a viable pattern.
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Typical Vaikora customer: Mid-to-large enterprise with custom agent code, regulated compliance posture, and a preference for vendor-neutral security tooling. Often building AI products or internal copilots. Procurement through AWS or Azure Marketplace. Technical evaluation starts with the open-source gateway.
Typical Prisma AIRS customer: Large enterprise already standardized on Palo Alto Networks across firewall, SASE, and SOC tooling. CISO-sponsored AI security program. Wants multi-pillar coverage (runtime, model, red teaming, Access) from one vendor. Procurement is part of a wider PAN platform renewal cycle.
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Vaikora and Prisma AIRS overlap on runtime enforcement and diverge everywhere else. A migration from Prisma AIRS runtime to Vaikora is technically straightforward: deploy the Vaikora gateway or SDK inline, port the policy rules, redirect agent traffic, and decommission the Prisma runtime intercept. The harder question is what happens to the other Prisma pillars (red teaming, model security, AI Access Security). Those would need to be sourced elsewhere or accepted as a coverage gap.
A migration from Vaikora to Prisma AIRS is essentially a platform purchase. The Vaikora policy ruleset is portable in concept (deterministic policy expressed as code is reproducible), but the SHA-256 audit chain is Vaikora-specific. Existing audit records would remain in Vaikora; new records would land in Prisma’s log surface.
Coexistence is the most common pattern for organizations that want both vendor-neutral enforcement and broader AI security platform features. Run Vaikora at the LLM-call boundary, run Prisma for red teaming and model security elsewhere.
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Vaikora is a focused runtime enforcement product with two-line SDK deployment, sub-500ms decision latency, and a SHA-256 audit chain. Prisma AIRS 3.0 is a five-pillar AI security platform (runtime, agent, model, red teaming, Access). Vaikora is platform-independent. Prisma AIRS is most natural for existing Palo Alto Networks customers.
Vaikora’s MIT-licensed gateway is free. Prisma AIRS uses token-based licensing introduced February 2026 plus quote-based commercial pricing. For organizations not already on the Palo Alto platform, Prisma AIRS is typically a substantially larger commitment. For organizations already on Palo Alto, Prisma adds incremental cost on top of an existing platform.
No, but the deepest deployment options assume Palo Alto network products. Prisma AIRS offers API Intercept (no firewall required) and Network Intercept / Microperimeter (NGFW redirect). API Intercept works without PAN firewalls. Network Intercept assumes a Palo Alto NGFW is in the traffic path.
No. Vaikora is focused on runtime enforcement and audit. Red teaming is a separate capability that organizations using Vaikora source from a different vendor or run in-house.
Yes. Vaikora handles LLM-call enforcement with the cryptographic audit chain; Prisma AIRS can handle red teaming, model scanning, and Access Security separately. Common pattern for organizations wanting vendor-neutral enforcement plus broader AI security platform features.
The inline SDK path is two lines of Python or Node.js. The proxy mode runs the gateway as a sidecar or hosted endpoint. Most pilot deployments enforce policy within the same day. Prisma AIRS deployment varies by mode: API Intercept is faster, Network Intercept assumes NGFW redirect is already configured.
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Related Vaikora comparisons:
Parent product page: AI Runtime Control: Vaikora
Open-source reference gateway: github.com/Data443/vaikora-llm-gateway
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