Guide · automated and continuous
Automated pentesting: more often, not instead.
Automated and autonomous tools do what a scanner can’t: they exploit weaknesses and chain them into an attack path, then repeat it after every fix. They are still weaker than a person on business logic and impact. Use them to test often, and a person-led test where an auditor or a complex app needs one.
What automated testing is good at
- Repetition. Running the same attack paths weekly or after each release, so a fix that regresses is caught.
- Breadth on infrastructure. Credential reuse, unpatched hosts, misconfigured Active Directory and exposed services, chained into paths.
- Retesting. Confirming a fix the day it ships instead of at next year’s engagement.
- Evidence. Every step logged, which makes findings reproducible.
What it still misses
- Business logic. Refund loops, approval bypasses, one tenant reaching another: flaws that depend on what the app is for.
- Judgment about impact. Whether a finding matters to your business, and what to fix first.
- Novel chains. Creative combinations a person spots and a tool hasn’t been built for, though AI agents are narrowing this.
Ask any vendor who reviews findings before they reach your report, and whether their output is accepted as a penetration test by your auditor.
Automated and AI-driven platforms
| Firm | Type | Pricing | Retest | Sample report |
|---|---|---|---|---|
| Decima Systems Ours | Hybrid | Published | Published | OpenSynthetic example: no live assessment was performed |
| Praetorian | Hybrid | Published | Published | Not stated |
| Astra Security | Hybrid | Published | Published | Open |
| Horizon3.ai | Autonomous / AI | Published | Published | Not stated |
| Pentera | Autonomous / AI | Not stated | Published | Open |
| XBOW | Autonomous / AI | Not stated | Published | Not stated |
| RunSybil | Autonomous / AI | Not stated | Published | Open |
| Terra Security | Hybrid | Not stated | Published | Not stated |
From each platform’s own pages, checked November 8, 2026. Decima Systems is ours; its continuous service is planned and its first offering is a pilot assessment.
Questions
Is automated penetration testing the same as vulnerability scanning?
No. A scanner reports known weaknesses one at a time. Automated penetration testing tries to exploit them and chain them toward a goal, such as domain admin or customer data, and records the path as evidence.
Can automated testing replace a manual pentest?
Not entirely, yet. It repeats known attack paths often and cheaply, which a yearly manual test cannot. It is weaker on business-logic flaws and judgment calls about impact, and auditors may still expect a person-led test. Many teams use both.
What does continuous penetration testing mean?
Testing that runs on a schedule or after every change instead of once a year, with fixes retested automatically. Ask a vendor how often it actually runs, and who reviews findings before they reach you.
Sources for this page
- NIST SP 800-115 — How penetration testing differs from scanning in the standard methodology.
- MITRE ATT&CK — The techniques automated platforms emulate and report against.
- Decima Systems: services — Which Decima services are pilots, planned or on the roadmap.
How firms are chosen, what counts as "published" and how to send a correction: methodology.
Cite this page
Pentesting Firms. "Automated, autonomous and continuous penetration testing: what they find and what they miss." Updated November 8, 2026. https://pentestingfirms.com/automated/