IntrudR

Mossab Mirande-Ney

@Mossab28

AI-led penetration testing — autonomous offensive security operations against live infrastructure.

AI InfraParis, FRPre-seedOUTBOUND

Real founder — solo technical, ships relentlessly (IntrudR, LLM Hunter) while a student

Decided in 3h

Enter the arena View memo

Founder Score

A running score for this person, not this pitch — it persists across applications and never resets to zero.

62May 01, 25

Surfaced: high-velocity multi-repo builder on GitHub (@Mossab28)

78Jun 10, 25

IntrudR — AI pentesting SaaS — live in production

85Jul 01, 25

Shipped LLM Hunter (OSS multi-agent framework) + several hackathon builds

91Jul 18, 25

Built this entire VC Brain end-to-end at the MIT / Hack-Nation hackathon

3-Axis Score

Founder, market, and idea-fit are scored independently and never averaged — disagreement between them is signal, not noise.

Founder

Is this person capable of pulling this off?

93improving

Elite shipping velocity and range: a live AI security SaaS, an OSS multi-agent pentest framework, and several hackathon products — solo, technical, while a student. Behavior over claims: he builds faster than most teams.

2 evidence points backing this score

Market

BULLISH

Is this a market worth building a fund-scale outcome in?

74improving

AI-native offensive security is accelerating — an under-tooled, high-budget category.

Idea vs Market

Does the specific idea survive contact with that market?

82stable

Idea survives scrutiny; even on a pivot, the operator's build speed de-risks execution across adjacent infra tooling.

1 evidence point backing this score

Trust Score

2 verified · 1 claimed · 0 contradicted

Every claim this founder made, traced to a source and rated by how well it holds up.

Verified — independently cross-checked against an outside sourceClaimed — founder's word only — not yet checkedInferred — reasoned from evidence, not stated outrightContradicted — checked, and it does not hold up

productIntrudR — AI pentesting SaaS — live in production

Verified

Checked: Live site + working scan pipeline observed

“AI-led penetration operations against live infrastructure — a dossier, not a dashboard” — intrudr.io

teamShips multiple production-grade products solo, at high velocity

Verified

Checked: Public GitHub history across IntrudR, LLM Hunter, hackathon repos

“High-frequency multi-repo activity: IntrudR, llm-hunter, hackathon builds” — github.com/Mossab28

revenuePre-revenue / early monetization

Claimed

Payment flow live but ARR not disclosed at this stage.

Legibility

A great talker and a great builder can score the same on a deck. This strips out how well the pitch was told, and scores what was actually built.

Raw · the substance, stripped of delivery92

Polished · how good it sounded in the room90

Correction applied — the gap between substance and delivery is removed.

Corrected · what we actually act on92

SUBSTANCE RECOVERED FROM FLUENCY PENALTY