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AI application pentest

Break your AI app before someone else does.

We attack your LLM features and agents the way a real adversary would: prompt injection, tool abuse, data leaks. Every finding comes with the steps to reproduce it.

  • FromUS$5,000
  • Testing2 weeks
  • ReviewIncluded
Who you work with

An independent security lab based in Buenos Aires.

Two founders and no middle layer: the people who scope your test are the ones who run it and sign every finding. We work in English and Spanish, remotely, and we publish what we can as open source.

NahuelCo-foundernahuel@lucis.pro
FacundoCo-founderfacundo@lucis.pro
“The team is helping us integrate AI safely, not only into our integrations and platforms, but into the way we bring AI into our own workflows.”
Micaela CamperiExecutive director · Camperi SRL
“A key contribution to our AI architecture. It helped us define an implementation model we now repeat with our clients.”
Germán PerroneTechnology director · PositiveIT

For any team, any size

Startup, enterprise or public body: we join where your systems are being built and adapt to your pace. Security enters the architecture, not the last week.

For security firms

We add depth in AI, architecture and secure development, from a one-off investigation to an implementation for one of your clients.

What we attack

Six ways an AI app breaks. We test all of them.

01

Prompt injection

Instructions hidden in what the model reads: user input, documents, web pages, emails.

  • OWASP LLM01
02

Data and prompt leakage

What the model can be made to reveal: other users' data, secrets, its own instructions.

  • OWASP LLM02 · LLM07
03

Tool and permission abuse

Agents that call tools they should not, with more access than the task needs.

  • OWASP LLM06
04

RAG and memory poisoning

Content planted in your knowledge base or memory that steers later answers.

  • OWASP LLM04 · LLM08
05

Unsafe output handling

Model output that reaches your product unchecked: scripts, queries, commands, links.

  • OWASP LLM05
06

MCP and integrations

Servers, plugins and third-party APIs your agent trusts by default.

  • OWASP LLM03 · LLM06
The package

One app, two weeks, a price up front.

FromUS$5,000

A fixed price, in writing, before we start.

We need from you: a staging app or agent, its tool list and one technical contact.

  1. 01

    One AI application or agent

    An LLM feature, a RAG assistant or an agent, with up to 5 tools, integrations or MCP servers.

  2. 02

    Two weeks of testing

    All six attack surfaces, on staging and an agreed, authorized scope.

  3. 03

    Report and live walkthrough

    Reproducible evidence for every finding, mapped to OWASP LLM, Agentic Top 10 and MITRE ATLAS, with an executive summary for leadership.

  4. 04

    Test cases for your pipelines

    An engineering solution for your delivery process, with the tests we ran, automated.

  5. 05

    Review within 60 days

    We test your fixes. A finding closes only when it holds.

How we work

Evidence, not opinions.

  1. 01

    Understand

    Architecture, data flows and trust boundaries, written so your whole team can follow, not only security.

    You getA map of the system as it is really used.

  2. 02

    Test

    A request anyone on your team can repeat. If it cannot be reproduced, it is not a finding.

    You getReproducible evidence for every finding.

  3. 03

    Decide

    Findings sorted by impact and effort. Every finding ends in a decision, not in a PDF.

    You getWhat to move first, and why.

  4. 04

    Verify

    We check every fix. A finding closes only when it is fixed.

    You getA review report and controls for the next cycle.

Rules of engagement

Written scope first

Nothing is tested outside what we agreed, and every change is agreed again.

Systems, never people

No one is named in a finding. Team issues are talked through before they circulate.

Your data stays yours

Client data never goes into external AI tools without a signed agreement.

A person signs each finding

AI helps us work, but it never writes a finding or sets a severity.

Other ways to start

Not an AI app?

Service

Web and API pentesting

Can an account see or do what it should not, or chain small weaknesses into a real path? Authorization, business logic and payments, with reproducible evidence and a review of every fix.

More on pentesting

Not ready yet?

Free and open source · coming soon

Know the risk before you ship

Describe your model, data, agents and tools. Get the risks mapped to OWASP, ATLAS and NIST, the controls and owners, and what a pentest should prove when you are ready for one.

More on the tool
Get in touch

Is there something you are worried about?

Tell us what you are building and what you need to decide.

What happens next

  1. 01

    You tell us what you are building

    Four short questions, or a plain email. No deck needed.

  2. 02

    A person reads it and replies

    With an honest first view and the questions we need answered to scope it.

  3. 03

    A 30-minute scoping call

    Live or async, as you prefer. We agree on what is in scope and you get the fixed price in writing before any work begins.