CAI
Last updated: Nov 4, 2026
How does Fluid Attacks' solution compare to CAI's?
These tables compare the solutions of the two providers, attribute by attribute. Use them to compare the solutions for the cybersecurity requirements of your company. To learn what each attribute means, read the descriptions of the attributes.
Organization
| Attribute | Essential | Advanced | CAI |
|---|---|---|---|
| Focus | Native ASPM with in-house scanners | AI-powered PTaaS on top of native ASPM with in-house scanners | Cybersecurity AI Lab |
| Extras | None | None | Steering, benchmarking and robotics cybersecurity |
| Headcount | 186 | Same | 29 |
| Headcount distribution | Engineering 42%, IT 12%, sales 16%, marketing 2%, operations 4% and others 24% | Same | Engineering 24%, IT 17%, sales 3%, marketing 10% and others 46% |
| Headcount growth | +3%, +21%, +29% | Same | +4%, +7%, +81% |
| Headquarters | CO and US | Same | ES |
| Countries | AR, BO, BR, CL, CO, CR, DO, EC, MX, PA, PE and US | Same | ES |
| Reputation | 9.27 from 388 reviews over 7 years on Clutch, G2 and Gartner | Same | No reviews |
| Followers | 23K based on the following: Facebook, Instagram, LinkedIn, X and YouTube | Same | 8K based on the following: LinkedIn and X |
| Research firms | None | None | None |
| Founded | 2001 | Same | 2017 |
| Funding | Bootstrapped | Same | $812K USD in 4 rounds from 4 investors |
| Acquisitions | None | None | None |
| Revenue | 10M to 15M | Same | 1M to 5M |
| Third-Party CVEs Discovered | 289 CVEs reported to MITRE, ranked in the top 10 CVE labs worldwide | Same | 29 CVEs reported to MITRE |
| Compliance | GDPR, ISO/IEC 27001:2022, ISO/IEC 27017:2015, ISO/IEC 27018:2019, ISO/IEC 27701:2019, PCI DSS, SOC 2 Type II and SOC 3 | Same | GDPR and NIS2 |
| Bug bounty | Yes | Yes | No |
| Visits | 64K per month. Top 3: 18% CO, 9% US, 5% BR. Others 68% | Same | 36K per month. Top 3: 42% ES, 15% US and 8% IN. Others 35% |
| Authority | 33 out of 100 | Same | 28 out of 100 |
| Public vulnerability DB | Discovered and third-party | Same | Discovered and third-party |
| Content | Blog, documentation, e-books, glossary, reports, success stories, videos, webinars and white papers | Same | Blog, case studies, documentation, news and research papers |
| Comprehensive documentation | 13 documentation sections, 2 in common and 11 additional | Same | 5 documentation sections, 2 in common and 3 additional |
| Community | Forum | Same | Chat (Discord) |
| Sync training | 1 workshop | Same | No |
| Async training | 3 product use courses, all free | Same | No |
| Distribution | Direct or with any of its 14 partners | Same | Direct or with any of its partners |
| Marketplaces | AWS | Same | None |
| Freemium | No | No | No |
| Free trial | 21-day free trial | PoV | No |
| Demo | Yes | Yes | No |
| Open demo | No | No | No |
| Pricing | Contact sales and marketplace | Contact sales | Public web and contact sales |
| Pricing tiers | 1 plan | 1 plan | 2 plans (pro, on-premise). First transparent |
| Minimum term | Monthly | Monthly | Monthly |
| Minimum payment period | Monthly | Monthly | Monthly |
| Minimum capabilities | ASPM, binary SAST, containers, CSPM, DAST, IaC, SAST, SCA and secrets | Same plus: AI SAST, API security testing, MAST, PTaaS, RE and SCR | LLM-based analysis |
| Minimum scope | 10 authors | Same | 1 user |
| Pricing drivers | Authors | Same | Users |
| Free implementation | Yes | Yes | No information available |
| Free support | Yes | Yes | No |
Service
| Attribute | Essential | Advanced | CAI |
|---|---|---|---|
| PTaaS | No | Yes | Yes. Automated AI-PTaaS |
| Reverse engineering | No | Yes | No |
| Secure code review | No | Yes | No |
| Pivoting | No | Yes | No |
| Exploitation | No | Yes | No |
| Manual reattacks | Not applicable | Unlimited reattacks | Not applicable |
| Zero-day vulnerabilities | Scanner-based zero-day vulnerability detection | Continuous zero-day vulnerability research | None |
| SLA | Availability | Accuracy, availability and response | No information available |
| Minimum availability | 99.95% per year | Same | No information available |
| After-sale guarantees | No | Yes | No |
| Accreditations | CNA and Penetration Testing by CREST | Same | CNA |
| Pentester certifications | Not applicable | 202 from 59 different types | Not applicable |
| Type of contract | Employee | Same | Employee or freelancer |
| Endpoint control | No | Total | No information available |
| Channel control | No | Total | No information available |
| Standards | Some requirements from 67 standards, 1 in common and 66 additional | All requirements from the same standards | 4 standards, 1 in common and 3 additional |
| Detection method | Automated tools | AI, automated tools and human intelligence | AI and automated tools |
| Remediation | 5, 1 in common and 4 additional | Same, plus 1 | 2, 1 in common and 2 additional |
| Output | 5, none in common | Same, plus 2 | 3, none in common |
Product
| Attribute | Essential | Advanced | CAI |
|---|---|---|---|
| ASPM | Yes | Yes | No |
| API | GraphQL with JSON | Same | No |
| IDE | 5 functionalities | Same, plus 1 functionality | No |
| CLI | Yes | Yes | Yes |
| CI/CD | Breaks the build | Same | Does not break the build |
| Vulnerability sources | 18 sources | Same | No information available |
| Threat model alignment | Yes | Yes | No |
| Priority criteria | CVSS v4.0, CVSSF, EPSS, Fixing cost, KEV, Reachability, Transitivity, Use and VLAI | Same | No information available |
| Custom prioritization | Priority score | Same | No information available |
| Scanner origin | In-house | In-house | In-house |
| SCA | 21 package managers | Same | No |
| AI security | No | Yes | No |
| Reachability | 14 languages | Same | No |
| Reachability type | Deterministic | Same | Not applicable |
| SBOM | 24 package managers | Same | No |
| Malware detection | Yes | Yes | Yes |
| Autofix on components | No | No | No |
| Containers | 4 distributions | Same | No |
| Source SAST (languages) | 14 | Same | Yes. No information available |
| Source SAST (frameworks) | 22 | Same | Yes. No information available |
| Custom rules | No | No | No |
| IaC | 6 | 2 | No |
| Binary SAST | 1 type of binary | Same, plus 2 types of binaries | No |
| DAST | 7 attack surface types | Same | Yes. No information available |
| API security testing | No | 4 types of APIs | No |
| MAST | No | Yes | No |
| IAST | No | No | No |
| CSPM | Yes | Yes | No |
| Secrets | 313 secrets types | Same, plus verify other attack vectors and secrets exploitability | No |
| AI | 5 functions, 1 in common and 4 additional | Same | 3 functions, 1 in common and 2 additional |
| AI SAST | No | Yes | No |
| MCP | Yes | Yes | Yes |
| Open-source | No | No | MIT license |
| Deployment | SaaS (multi-tenant) | Same | SaaS + on-premises (no tenancy information) |
| Regions | US | Same | No information available |
| Status | Yes | Yes | No |
| Incidents | 3 per year | Same | No information available |
Integrations
| Attribute | Essential | Advanced | CAI |
|---|---|---|---|
| SCM | 6 | Same | None |
| Binary repositories | None | None | None |
| Ticketing | 3 | Same | None |
| ChatOps | None | None | None |
| IDE | 3 | Same | None |
| CI/CD | 23 | Same | None |
| SCA | Native | Same | None |
| Container | Native | Same | None |
| SAST | Native | Same | None |
| DAST | Native | Same | None |
| MAST | None | Native | None |
| IAST | None | None | None |
| Cloud | 1 | Same | None |
| CSPM | Native | Same | None |
| Secrets | Native | Same | None |
| Remediation | None | None | None |
| Bug bounty | None | None | None |
| Vulnerability management | None | None | None |
| Compliance | None | None | None |
Fluid Attacks last updated these tables on 2026-10-13. The primary source of information was aliasrobotics.com. Fluid Attacks also used specialized information-gathering sites, social media, and other sources.
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ai-ptaascomparedastexploitationmalwaremcpopensourcesast