# Cequence CQAI

Cequence CQAI is an API Security product by Cequence Security. It runs in the cloud or on-premises (hybrid). Pricing is commercial (contact sales).

AI-powered API threat detection using behavioral fingerprinting & threat intel

Listed January 2026.

## What is Cequence CQAI?

CQAI is an API security platform that detects threats through behavioral fingerprinting and machine learning analysis. The system analyzes API headers and payloads using global ML models while applying local models to determine behavior and intent. It maintains a database of billions of API threat records and over 100 million IP addresses to identify malicious infrastructure.

The platform provides agentless integration with network infrastructure components including API gateways, CDNs, proxies, and load balancers. It can be deployed as SaaS, in data centers, or cloud environments. CQAI creates behavioral fingerprints for each attack and tracks attackers as they modify their tactics.

The system includes ML-based risk assessment rules to identify APIs leaking sensitive data and detect vulnerabilities from authentication coding errors and specification non-conformance. It offers hundreds of out-of-the-box rules that translate findings into inline prevention policies with response options including block, rate limit, geo-fence, and deception capabilities.

CQAI continuously updates its ML models based on emerging threats and pushes updates to customers. The platform aims to minimize false positives while detecting sophisticated API attacks that may evade traditional security controls.

Tags: Bot Protection

## Where it fits in your security program (NIST CSF 2.0)

- [Detect](https://cybersectools.com/guides/building-detect-program-small-team): helps you spot attacks and unusual activity.
- [Respond](https://cybersectools.com/guides/building-respond-program-small-team): helps you contain and handle incidents.

## Quick facts

- Category: [Application Security](https://cybersectools.com/categories/application-security) · [API Security](https://cybersectools.com/categories/api-security)
- Vendor: [Cequence Security](https://cybersectools.com/companies/cequence-security)
- Deployment: Hybrid
- Company size fit: SMB, Mid-Market, Enterprise
- Pricing model: Commercial (contact sales)
- Features: 10 listed
- Integrations: 12 listed
- Website: cequence.ai

The full feature and integration lists are on the page for signed-in visitors.

## Where it ranks

Cequence CQAI is not a pick on the current [Best API Security Solutions for Business](https://cybersectools.com/shortlists/best-api-security-solutions).

## Cequence CQAI FAQ

### What is Cequence CQAI?

Cequence CQAI is a product by Cequence Security in the API Security category. It covers Bot Protection.

### What is the pricing for Cequence CQAI?

Cequence CQAI is a commercial product. For pricing, visit https://www.cequence.ai/products/cqai/ or contact Cequence Security.

### What are alternatives to Cequence CQAI?

Alternatives to Cequence CQAI listed on CybersecTools:

1. [ThreatX Attacker-Centric Behavioral Analytics](https://cybersectools.com/tools/threatx-attacker-centric-behavioral-analytics) - Behavioral analytics platform for API and application threat detection (Commercial)
2. [Imperva API Security](https://cybersectools.com/tools/imperva-api-security) - Unified API security platform for discovery, risk assessment, and mitigation (Commercial)
3. [Ammune API Discovery](https://cybersectools.com/tools/ammune-api-discovery) - API security platform with discovery, WAF, bot protection, and DDoS defense (Commercial)
4. [Indusface AppTrana - API Protection](https://cybersectools.com/tools/indusface-apptrana-api-protection) - Managed API security platform with discovery, DAST, WAF, and 24x7 SOC (Commercial)
5. [Wallarm API Security](https://cybersectools.com/tools/wallarm-api-security) - Inline API discovery and protection platform blocking attacks, abuse, and ATO. (Commercial)

Compare all Cequence CQAI alternatives at [https://cybersectools.com/alternatives/cequence-cqai](https://cybersectools.com/alternatives/cequence-cqai)

### What deployment and organization size does Cequence CQAI fit?

Cequence CQAI is available as hybrid. It is listed for smb, mid-market and enterprise organizations. Pricing is commercial. Ask Cequence Security for pricing and support terms.

## Compare Cequence CQAI with similar solutions

- [Cequence CQAI vs ThreatX Attacker-Centric Behavioral Analytics](https://cybersectools.com/compare/cequence-cqai-vs-threatx-attacker-centric-behavioral-analytics)
- [Cequence CQAI vs Imperva API Security](https://cybersectools.com/compare/cequence-cqai-vs-imperva-api-security)
- [Cequence CQAI vs Ammune API Discovery](https://cybersectools.com/compare/ammune-api-discovery-vs-cequence-cqai)

All alternatives to Cequence CQAI: [/alternatives/cequence-cqai](https://cybersectools.com/alternatives/cequence-cqai)

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Source: https://cybersectools.com/tools/cequence-cqai

For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any compare page has a Markdown copy too (add .md to its URL).

More on Cequence CQAI and Cequence Security: 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=product-md