Catalog Systems Use-case-specific agent harnesses Pentera

Pentera

https://pentera.io/

Founded 2015 (ex-Pcysys); automated security validation — pentest, red-team, attack-surface validation. $60M Series D Jan-2024 ($1B val unicorn; Evolution Equity + K1). Israeli cyber pedigree; more mature than 2024-vintage GenAI pentest agents.

Active · Verified 2026-10-28 · fresh as of 2026-10-28 · 18 cited facts, 0 with a third-party source · Suggest a correction

At a glance

Type
Automated security validation / pentest platform vendor fix
Tier
T3
Section
Use-case-specific agent harnesses
Created
2015 (founded as Pcysys; rebranded Pentera 2021) vendor fix
Latest release
not applicable — wrong section fix
License
not applicable — not OSS fix
GitHub
not applicable — no GitHub repo fix
Pricing
not applicable — wrong section fix
Funding
$60M Series D Jan-2024 ($1B val unicorn) vendor fix
Freshness
2026-10-28 fix
Layer
agent-infra repo fix
Licensing
commercial vendor fix
Deployment locus
hybrid vendor fix
Platform vs product
product vendor fix
Compliance
ccpa, gdpr, iso27001, iso42001, soc2-type2, soc3 vendor fix

When to use

Optimised for: continuous automated pentest + security validation

Anti-fit: not applicable — wrong section

Pros & cons

Pros

Unicorn-stage; 1000+ enterprise customers; established outside the 2024-AI-agent wave; mature platform.

Cons

More traditional automated-pentest than LLM-agent first; less hype than XBOW; the 'AI' framing is a recent overlay.

Claims & capabilities

$60M Series D Jan-2024 ($1B val); >$100M ARR reported; 1000+ enterprise customers

Technical surface

API surface
not applicable — wrong section
Backend storage
not applicable — wrong section
Deployment
not applicable — wrong section
Embedding model
not applicable — not a memory product
Multi-tenancy
not applicable — wrong section
MCP
not applicable — wrong section
A2A
not applicable — wrong section
OpenTelemetry
not applicable — wrong section

Alternatives to Pentera → live options ranked by shared design, licence, hosting and MCP support

Similar systems

Other use-case-specific agent harnesses in the catalog, ranked by inbound references.

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  • Lasso Security T2

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  • Pillar Security T2

    Tel-Aviv-founded (Dor Sarig + Ziv Karliner, both ex-IDF cyber); end-to-end LLM security platform — discovery, red-teaming, runtime guardrails. $9M seed Apr-2024 (Shield Capital + Greenfield).

  • Promptfoo T2

    OSS (MIT) prompt-engineering eval and red-team CLI; supports OWASP LLM Top-10 vulnerability tests, jailbreak generation, and CI/CD pipeline integration. $5M seed Mar-2024 (Andreessen Horowitz). Founders ex-Discord + ex-Smile Identity.

  • Protect AI T2

    Founded 2022 by Ian Swanson + Daryan Dehghanpisheh (ex-AWS); AI/ML supply-chain + GenAI security. Acquired by Palo Alto Networks (2025-07-22; announced Apr-2025, reported $700M); its capabilities now ship in Prisma AIRS. Products: Recon (red-team), ModelScan (model artifact scanner), Sightline (vulnerability DB).

Sources (17 cited facts, 0 third-party)

Each fact links to the page it came from; the badge says who published it (how to read sources).