# Fluid Attacks Continuous Hacking vs WitnessAI Platform: side-by-side comparison (2026)

[Fluid Attacks Continuous Hacking](https://cybersectools.com/tools/fluid-attacks-continuous-hacking) is a commercial [application security posture management](https://cybersectools.com/categories/aspm) solution by [Fluid Attacks](https://cybersectools.com/companies/fluid-attacks). [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product) is a commercial [AI SPM](https://cybersectools.com/categories/ai-spm) solution by [WitnessAI](https://cybersectools.com/companies/witnessai). Features, integrations, deployment and the company behind each one, side by side.

## Our take

What our shortlists say about the one we picked.

### [WitnessAI Platform](https://cybersectools.com/tools/witness-ai-product)

Best for: Network-level AI visibility with no endpoint clients

It belongs here because it sees AI use from the network, which means no endpoint clients or browser extensions to roll out. It fits mid-sized and large companies that want staff-use controls and agent governance in one place. Its listed integrations are few, so ask how it connects to your identity, logging and network setup before you commit.

From [Best AI Security Solutions for Business](https://cybersectools.com/shortlists/best-ai-security-solutions), Fall 2026.

Reviewed by [Nika (Nikoloz) Kokhreidze](https://cybersectools.com/about).

## Side-by-side comparison

| | Fluid Attacks Continuous Hacking | WitnessAI Platform |
|---|---|---|
| Pricing model | Commercial | Commercial |
| Category | Application Security Posture Management | AI SPM |
| Verified | No | No |
| Deployment type | Cloud | Cloud |
| Company size fit | SMB, Mid-Market, Enterprise | Mid-Market, Enterprise |
| Company | Fluid Attacks | WitnessAI |
| Headquarters | – | – |

### Use cases and capabilities

| | Fluid Attacks Continuous Hacking | WitnessAI Platform |
|---|---|---|
| CI/CD | Yes | – |
| DAST | Yes | – |
| DevSecOps | Yes | – |
| SBOM | Yes | – |
| SCA | Yes | – |
| Policy | – | Yes |
| Visibility | – | Yes |

### Core features

**Fluid Attacks Continuous Hacking**

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

**WitnessAI Platform**

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

### Integrations

**Fluid Attacks Continuous Hacking**

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

**WitnessAI Platform**

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.

- [Fluid Attacks Continuous Hacking](https://cybersectools.com/tools/fluid-attacks-continuous-hacking) fits if you are a small business.

## Fluid Attacks Continuous Hacking vs WitnessAI Platform FAQ

Common questions when comparing Fluid Attacks Continuous Hacking vs WitnessAI Platform for application security posture management.

### What is the difference between Fluid Attacks Continuous Hacking and WitnessAI Platform?

**Fluid Attacks Continuous Hacking**: AI-powered AppSec platform combining automated testing with pentesting. Built by Fluid Attacks.

**WitnessAI Platform**: Enterprise AI security platform for visibility, governance, and protection. Built by WitnessAI.

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

### Who makes Fluid Attacks Continuous Hacking and WitnessAI Platform?

**Fluid Attacks Continuous Hacking** is made by Fluid Attacks. **WitnessAI Platform** is made by WitnessAI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

### Is Fluid Attacks Continuous Hacking a good alternative to WitnessAI Platform?

In part. Fluid Attacks Continuous Hacking and WitnessAI Platform are not in the same category on CybersecTools. Use the table above to see where features, deployment and company size fit differ.

## Related comparisons

- [Fluid Attacks Continuous Hacking vs Strobes Application Security Posture Management](https://cybersectools.com/compare/fluid-attacks-continuous-hacking-vs-strobes-application-security-posture-management)
- [Fluid Attacks Continuous Hacking vs Start Left™ SaaS Security Mgmt Platform](https://cybersectools.com/compare/fluid-attacks-continuous-hacking-vs-start-lefttm-saas-security-mgmt-platform)
- [Fluid Attacks Continuous Hacking vs Cantina Apex](https://cybersectools.com/compare/cantina-apex-vs-fluid-attacks-continuous-hacking)
- [WitnessAI Platform vs Strobes Application Security Posture Management](https://cybersectools.com/compare/strobes-application-security-posture-management-vs-witness-ai-product)
- [WitnessAI Platform vs Start Left™ SaaS Security Mgmt Platform](https://cybersectools.com/compare/start-lefttm-saas-security-mgmt-platform-vs-witness-ai-product)
- [WitnessAI Platform vs Cantina Apex](https://cybersectools.com/compare/cantina-apex-vs-witness-ai-product)

## Alternatives to each

- [See all Fluid Attacks Continuous Hacking alternatives](https://cybersectools.com/alternatives/fluid-attacks-continuous-hacking)
- [See all WitnessAI Platform alternatives](https://cybersectools.com/alternatives/witness-ai-product)

---

Source: https://cybersectools.com/compare/fluid-attacks-continuous-hacking-vs-witness-ai-product

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

More on Fluid Attacks Continuous Hacking and WitnessAI Platform: 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