# Aurva AI Observability vs QuilrAI: side-by-side comparison (2026)

[Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [Aurva](https://cybersectools.com/companies/aurva). [QuilrAI](https://cybersectools.com/tools/quilrai) is a commercial [agentic AI security](https://cybersectools.com/categories/agentic-ai-security) solution by [QuilrAI](https://cybersectools.com/companies/quilr). Features, integrations, deployment and the company behind each one, side by side.

Need the answer fast? [Best AI SPM Solutions for Business](https://cybersectools.com/shortlists/best-ai-spm-solutions) picks Palo Alto Networks Prisma AIRS, Zscaler AI-SPM, Cyera Agent Guardian and 4 more.

## Side-by-side comparison

| | Aurva AI Observability | QuilrAI |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | AI SPM | Agentic AI Security |
| Verified | No | No |
| Deployment type | Hybrid | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | SMB, Mid-Market, Enterprise |
| Company | Aurva | QuilrAI |
| Headquarters | – | – |

### Use cases and capabilities

| | Aurva AI Observability | QuilrAI |
|---|---|---|
| Open Source | Yes | – |
| Shadow AI | Yes | – |
| AI Observability | Yes | – |
| AI SPM | Yes | – |

### Core features

**Aurva AI Observability**

10 features listed. Sign in on the page to see them.

**QuilrAI**

10 features listed. Sign in on the page to see them.

### Integrations

**Aurva AI Observability**

50 integrations listed. Sign in on the page to see them.

**QuilrAI**

5 integrations listed. Sign in on the page to see them.

## Which one fits you

Based on what each listing shows: deployment, company size, price and open source.

- [Aurva AI Observability](https://cybersectools.com/tools/aurva-ai-observability) fits if you need both cloud and on-premises options.
- [QuilrAI](https://cybersectools.com/tools/quilrai) fits if you want a cloud product.

## Aurva AI Observability vs QuilrAI FAQ

Common questions when comparing Aurva AI Observability vs QuilrAI for AI SPM.

### What is the difference between Aurva AI Observability and QuilrAI?

**Aurva AI Observability**: AI observability platform for shadow AI discovery and inventory management. Built by Aurva.

**QuilrAI**: QuilrAI is an autonomous decision engine that protects every agentic and human interaction. Built by QuilrAI.

The table above shows where their features, integrations, deployment and company size fit differ.

### Who makes Aurva AI Observability and QuilrAI?

**Aurva AI Observability** is made by Aurva. **QuilrAI** is made by QuilrAI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Aurva AI Observability a good alternative to QuilrAI?

In part. Aurva AI Observability and QuilrAI are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Aurva AI Observability vs Opsin](https://cybersectools.com/compare/aurva-ai-observability-vs-opsin)
- [Aurva AI Observability vs Airia AI Discovery](https://cybersectools.com/compare/airia-ai-discovery-vs-aurva-ai-observability)
- [Aurva AI Observability vs Origin Endpoint AI Observability](https://cybersectools.com/compare/aurva-ai-observability-vs-origin-endpoint-ai-observability)
- [QuilrAI vs Opsin](https://cybersectools.com/compare/opsin-vs-quilrai)
- [QuilrAI vs Airia AI Discovery](https://cybersectools.com/compare/airia-ai-discovery-vs-quilrai)
- [QuilrAI vs Origin Endpoint AI Observability](https://cybersectools.com/compare/origin-endpoint-ai-observability-vs-quilrai)

## Alternatives to each

- [See all Aurva AI Observability alternatives](https://cybersectools.com/alternatives/aurva-ai-observability)
- [See all QuilrAI alternatives](https://cybersectools.com/alternatives/quilrai)

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Source: https://cybersectools.com/compare/aurva-ai-observability-vs-quilrai

For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/aurva-ai-observability.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md.

More on Aurva AI Observability and QuilrAI: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md