AI Swarm Pentest Deep Code Analysis Remediation

Proof-Driven
AppSec.

Know what is real. Understand what it affects. Fix it with evidence.

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Compatible with

Cursor

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Claude

Devin

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Replit

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Trusted by security teams shipping AI-generated code

Plexicus Platform · plexicus.ai

One proof-driven
AppSec workflow.

A guided slice of the Plexicus platform: AI Swarm Pentest explores an authorised attack path, Deep Code Analysis adds context, and Remediation ships a reviewed fix.

Synthetic demo data · not from a live customer environment

Your value

7d30d90dAll

What Plexicus has saved you, and what is still on the table.

Validated attack paths

what your team can review

Reviewable evidence

attached to every finding

Reviewer-ready fixes

merge or reject with context

Compliance posture

NIS2 · DORA · EU AI Act · CRA

Risk Posture Score

58 / 100

Appetite: 25

Fix 14 findings to reach appetite

New vs Fixed

New Fixed

May 25Jun 1Jun 8Jun 15Jun 22Jun 29Jul 6Jul 13

Findings Report

2026 Apr, 28 - 2026 May, 12

Total Findings

132

Findings

130

Remediations

Ready to Remediate

Findings Ready to Remediate Remediations

Apr 28May 2May 6May 9May 12

Top Risky Repositories

demo-project/sample-app 92

Risk score

demo-project/checkout-api 71

Risk score

demo-project/portal 48

Risk score

Total Findings

Total

143

Aggregated

132

Prioritized

132 Findings severity

Critical 12
High 34
Medium 58
Low 28

Nexus evidence view

Plexicus Nexus runtime product view showing verified attack paths and evidence handover. — Real Nexus runtime A clear handover from exploration to evidence. Live product view of the evidence workflow.

Filter:

SCM	Repo	Findings	Priority	Tags	Branch	Creation Date
github	demo-plexicus/-simplest-vulnerable	0 3 0 0	1	Financial Ser…	main	July 15, 2026 at 8:31 PM
github	demo-plexicus/most-complex-vulnerable	2 6 9 0	0	Cybersecurity	main	July 4, 2026 at 10:10 PM
github	demo-plexicus/all_languages_vulnerable	0 12 32 0	1	Cybersecurit…	main	July 14, 2026 at 3:54 AM
github	demo-plexicus/sample-app	15 63 152 0	6	Financial Ser…	master	July 7, 2026 at 5:32 PM
github	demo-plexicus/metasfresh	104 383 145 4	1	Enterprise S…	new_dawn_uat	July 15, 2026 at 2:16 AM

Plexicus Remedium

Project Management 04:33:45

demo-project/sample-app

Repo SCM Code Dependencies App Pentest

Search or filter…

REFRESH

Finding ID	Vulnerability Title	Reachability	Confidence	Priority	File Path	Repository	Issue Owner	Status
6a034e9c…	Server-Side Request Forgery (SSRF)	Reachable	60	79	sample-handler.js	demo-project/sample-app	Security reviewer	AI-Analysed
6a034e97…	OS Command Injection	Reachable	100	95	sample-handler.py	demo-project/sample-app	Security reviewer	Fix Submitted
6a034e96…	Improper Verification of Cryptographic Signature	Unknown	60	77	pkg/verify/sig.go	demo-project/sample-app	Security reviewer	AI-Analysed
6a034e8f…	SQL Injection	Reachable	20	90	sample-handler.php	demo-project/sample-app	Security reviewer	AI-Analysed
6a034e8d…	Deserialization of Untrusted Data	Reachable	20	90	src/session.py	demo-project/sample-app	Security reviewer	AI-Analysed
6a034e85…	Improper Input Validation	Not reachable	60	80	sample-handler.ts	demo-project/sample-app	Security reviewer	Ready to Fix
6a034e84…	Use of Hard-coded Credentials	Reachable	100	89	config/db.php	demo-project/sample-app	Security reviewer	Fix Submitted
6a034e80…	Cross-Site Scripting (Reflected)	Not reachable	60	81	views/search.ejs	demo-project/sample-app	Security reviewer	AI-Analysed

Rows per page 10 Showing 1 to 8 of 132 results 1 2 3 … 14

Click any finding to open the AI Swarm Pentest workflow.

Repository

Asset type

Severity

Framework

DORA 2 Controls

Open findings

2 Critical / High

0 Fixed

2 Affected assets

EU Cyber Act 0 Controls

Open findings

0 Critical / High

0 Fixed

0 Affected assets

GDPR 3 Controls

Open findings

1 Critical / High

0 Fixed

2 Affected assets

ISO27001:2022 13 Controls

122

Open findings

13 Critical / High

0 Fixed

3 Affected assets

NIS2 3 Controls

Open findings

2 Critical / High

0 Fixed

2 Affected assets

NIST 800-53r5 13 Controls

123

Open findings

14 Critical / High

0 Fixed

3 Affected assets

SOC 2 3 Controls

Open findings

3 Critical / High

0 Fixed

2 Affected assets

Risk Dashboard

Compliance Findings

Findings Trend

Framework Risk Quadrant

Top Violated Controls

Control	Framework	Category	Severity	Findings	Assets
A.14: System acquisition, development and maintenance (secure development policy)	ISO27001:2022	Information security management	M 98	98	1
SA-11: Developer Security Testing and Evaluation (and related secure development controls)	NIST 800-53r5	Security and privacy controls	M 98	98	1
SA-11 Developer Security Testing and Evaluation	NIST 800-53r5	Secure development	H 4 M 6	10	1
A.14.2 Secure Development Lifecycle (secure design & testing)	ISO27001:2022	Information security management	M 6	6	1
A.14.2 Securing application services and development	ISO27001:2022	Information Security	H 4	4	1
A.14 Secure development lifecycle requirements	ISO27001:2022	Information security management	M 3	3	2
A.14.2 Secure development lifecycle	ISO27001:2022	Information security management	C 3	3	2
SA-11 - Developer Security and Test	NIST 800-53r5	System and services acquisition	C 3	3	2
SA-11 Developer Security and SI-10 Code Review	NIST 800-53r5	Federal security controls	M 3	3	2
A.10 Cryptographic controls - protect information in transit	ISO27001:2022	Information Security	H 1	1	1
A.10 Cryptographic controls: use cryptography to protect confidentiality, integrity and availability of information	ISO27001:2022	Compliance	M 1	1	1
A.13.2 Network security management - secure transmission	ISO27001:2022	Information Security	M 1	1	1
A.14 Secure Development	ISO27001:2022	Information Security Management	H 1	1	1
A.14.2 Secure development lifecycle controls (secure engineering)	ISO27001:2022	Secure development and maintenance	H 1	1	1

Request AI Swarm Pentest Start with a scoped engagement, validated evidence, and an audit-ready remediation path.

The Proof-Driven workflow

Validate. Understand. Remediate.

One loop. Evidence at every step.

AUTHORISED

EVIDENCE VERIFIED

01 / 03

Validate

AI Swarm Pentest

Evidence attached to every finding.

Scope-controlled missions
Evidence attached to every finding
Human review at the guardrails

Explore AI Swarm Pentest

deep_code_analysis finding context

01 context Relevant input identified

02 review Security decision checked

03 impact Controls assessed

04 handover Evidence attached

outcome: ready for review

02 / 03

Understand

Deep Code Analysis

Code context for every finding.

Context-rich deep analysis
Business-logic and authz modes
Triage queue prioritised

Explore Deep Code Analysis

fix_pr .diff

+12+ reviewer control added

+ 3+ request validation added

- 4- unreviewed operation

+ 8+ rationale attached

CI: ●passing PR: #142

03 / 03

Remediate

Remediation

Reviewed, merge-ready patches.

Reviewed patches with clear rationale
PR workflow with reviewer assignment
Verification re-tests

Explore Remediation

AI Swarm Pentest

See what an attacker can actually reach.

Plexicus tests your authorised application surface, validates the paths that matter, and hands your team evidence they can review and act on.

01
Explore the authorised surface.
Independent checks examine the application, API, and code paths within the agreed scope.
02
Keep only evidence that holds up.
Findings move forward only when the supporting evidence can be reviewed.
03
Give every team a clear next action.
Your team receives impact context, remediation guidance, and a reviewer-ready handover.

Request AI Swarm Pentest

Scoped with your team. No production changes without review.

Plexicus Nexus Warroom: AI Swarm Pentest with hex capability board, evidence board, and READ-ONLY report feed.

Validated attack paths. Evidence your team can use.

Deep Code Analysis

See the code, flow, and impact behind every finding.

Deep Code Analysis turns isolated signals into reviewable context, so engineers can decide what matters and what to fix.

Finding review / FINDING-001

Request validation finding

Open High priority Needs review

TL;DR

The endpoint accepts user input without the validation the workflow requires. The team can review the evidence and proposed control.

IMPACT

The issue could let an attacker reach an unintended operation. Impact and scope are shown for review.

LOCATION

sample-project · review context

GET request input

SEVERITY High

CVSS High

FIX EFFORT Low

DISCOVERED Synthetic demo

Discover & Validate

Review priority findings against the agreed scope, with supporting evidence and a clear next action.

Suggested remediation Evidence review

WHAT'S NEXT?

Drafts a reviewer-ready change for the priority finding, scoped to your team's review workflow.

reviewer-ready change Copy

23manual step

24context cleared

24+reviewer control added

25+validation rule attached

26+evidence included

27handed back to your team

28+ready for review

25 29change returned to reviewer

✓ Validation status: ready for review

Reviewed Remediation

Drafts a remediation for review. Your team decides whether to merge.

Explore Deep Code Analysis →

Remediation

Ship fast without compromising security.

Review evidence, validate findings, and ship reviewer-ready fixes without slowing your team down.

Plexicus Assets view: repo scan, app pentest, and code insights, with pipeline status and finding counts per asset. — Synthetic demonstration data. Sensitive identifiers and customer data are not shown.

Plexicus Findings view: vulnerability table with severity, status, date, reachability, confidence, priority, repository — Live view from `app.plexicus.ai` — findings table with severity, status, reachability, confidence, and priority per row.

Plexicus finding detail: SQL Injection with severity, CVSS, EPSS, code & taint trace, and source line — Live view from `app.plexicus.ai` — finding detail with code & taint trace, the evidence first, showing how the tainted value reaches the sink.

Enterprise

Enterprise control. Audit-ready.

Deploy on your terms. Keep your data in your region. Review clear evidence at every handover.

Deploy on your terms

SaaS, self-hosted, on-premises, or air-gapped.

Your code stays yours

Zero data retention. No training on customer code. EU residency by default.

Dedicated support

Structured onboarding, custom SLAs, security documentation.

Audit-ready

SOC 2 Type II certified. CPSTIC qualification in progress.

Visit the Trust Center →

Coverage · Integrations · Standards

SAST Compliance XBOM Commercial Connector SCA AI Code Security OWASP Top 10 AI Swarm Pentest Deep Code Analysis Remediation

Synthetic inventory data · illustrative only

XBOM

Every component, algorithm and model
in one evidence-backed inventory.

SBOM + CBOM + AIBOM, with VEX statements, watchlists, diffs and CycloneDX / SPDX / PDF export. Built for EU CRA, CISA 2025, PCI DSS 6.3.2 and EU AI Act.

One source

SBOM · CBOM · AIBOM

Changes traced

VEX and inventory diffs

Ready to act

CycloneDX · SPDX · PDF

Explore XBOM

LIVE INVENTORY REPOSITORY / demo workspace

SBOM · CBOM · AIBOM

VEX ATTACHED Synthetic demo data · illustrative

demo-library Dependency · review required Evidence → component status → next action

Exportable proof CycloneDX · SPDX · PDF

XBOM

Every component, algorithm and model in one evidence-backed inventory. VEX statements, watchlists, diffs, and CycloneDX / SPDX / PDF export — for EU CRA, CISA 2025, PCI DSS 6.3.2 and EU AI Act.

See Our Blog

View all posts

Threat Modelling

The OWASP MAESTRO 7-Layer Reference Architecture for Agentic AI (Threat Modeller's Field Guide)

STRIDE, PASTA, LINDDUN, OCTAVE, Trike, VAST — all of them were built for software, retrofitted to AI. OWASP MAESTRO is the first framework purpose-built for agentic AI. This field guide translates its 7 layers into a pentester's checklist with concrete attack patterns per layer.

Review

Top 15 AI Pentest Tools for 2026: Autonomous Agents Ranked & Compared

The 2026 AI pentest market splits into three lanes: autonomous agents that exploit live systems, BAS platforms that emulate adversary techniques, and PTaaS vendors that wrap AI around human testers. We ranked 15 of them on signed-scope evidence, replay verification, and pricing transparency so you can pick the right one for your next pentest run.

Code Remediation

From Alert to Fix: Closing the Loop with Proof-Driven AppSec

Most security programs are a series of disconnected loops — alert, triage, fix, audit, fix again, audit again. Proof-Driven AppSec closes the loop once and makes every step provable. This is the canonical definition, the four-loop structure, and what it looks like in production.

Trusted by security teams shipping AI-generated code

Reviews from engineering and security leaders using Proof-Driven AppSec.

Plexicus is the most innovative AI-native remediation platform we've seen. Their pace of AI-powered fix automation is category-defining.

Toni de la Fuente

Founder, Prowler

The AI agent's ability to automatically generate fixes for vulnerabilities has transformed our workflow.

David Wilson

Head of Security, HuMaIND

As one of Plexicus's first customers, we've witnessed firsthand how their platform has evolved into an indispensable security solution. Their AI-powered remediation has dramatically reduced our vulnerability management overhead and allowed our security team to focus on strategic initiatives instead of repetitive fixes.

Jose Fernando Dominguez

CISO, Ironchip

Plexicus's powerful vulnerability management allows us at Puffin Security to deliver more advanced cybersecurity services to our clients, creating a perfect security partnership.

Ricardo Stefanescu

CEO, Puffin Security

Plexicus has revolutionized our remediation process - our team is saving hours every week!

Alejandro Aliaga

CTO, Ontinet

The integration is seamless, and the AI-powered auto-remediation is a game-changer.

Michael Chen

DevSecOps Lead, Devtia

Plexicus has become an essential part of our security toolkit. It's like having an expert security engineer available 24/7.

Jennifer Lee

CTO, Quasar Cybersecurity

Since implementing Plexicus, we've seen a dramatic improvement in our security posture with minimal effort from our team. The AI-driven approach to vulnerability remediation is truly revolutionary.

Alejandro Acosta

CTO, Wandari

Ready to validate what matters?

Plexicus is Proof-Driven AppSec: validated findings, contextual understanding, and reviewed remediation — anchored in evidence, scoped with you.

Request AI Swarm Pentest

Proof-Driven
AppSec.

One proof-driven
AppSec workflow.

BYOAI — Bring your own AI