arosplatforms™AI consultancy

AI

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Security & Red Teaming

AI Security & Red TeamingBreak it before they do.

Adversarial testing and hardening for prompt injection, data leakage, and abuse, we break your AI on purpose so attackers cannot.

adversarial
testing
hardened
against abuse
monitored
for attacks
1-4 wks
typical engagement
arFindings Live
Prompt injection via doccritical
PII leak in tool outputhigh
Jailbreak blockedfixed
The overview

Break it before they do.

AI systems fail in new ways, prompt injection, data exfiltration, jailbreaks, abuse. We red-team your systems the way real attackers would, then harden what we find.

We threat-model your AI, run adversarial tests for injection and leakage, and deliver concrete hardening and monitoring, not a scary report you cannot act on.

You end up with AI that has been attacked, fixed, and instrumented to catch the next attempt.

See it in action

The attack, then the fix.

Scroll through it, the screens move with you.

01 Findings

Real attacks, ranked by impact

Prompt injection, leakage, and abuse paths found and prioritized, with proof.

arFindings Live
Prompt injection via doccritical
PII leak in tool outputhigh
Jailbreak blockedfixed
02 Test coverage

Tested the way attackers think

A battery of adversarial tests across injection, exfiltration, and abuse.

arRed team Live
VectorTestsResult
Prompt injection483 found
Data exfiltration321 found
Jailbreak60Hardened
03 Hardening

Fixes you can ship

Concrete remediations and guardrails, plus monitoring to catch the next attempt.

arRemediation Live

Add input/output guardrails.

untrusted content executed

Sandbox tool calls; log anomalies.

Mapped to each finding
What's included

Everything in the engagement.

Threat modeling

Map how your AI can be attacked before testing a thing.

Prompt-injection testing

Probe for direct and indirect prompt injection across inputs.

Data exfiltration checks

Test whether sensitive data can leak through the system.

Hardening & monitoring

Deliver concrete fixes and monitoring to catch future attacks.

Abuse & jailbreak testing

Stress the system against jailbreaks and misuse at scale.

Safe by design

Bake guardrails and least-privilege into the architecture.

How we engage

A clear path from kickoff to value.

01

Scope & align

We align on goals, constraints, and what success looks like, then scope a focused engagement with a clear baseline.

02

Assess & design

We assess your starting point and design the approach, architecture, and sequencing before a line of code.

03

Build & deliver

We build and ship in the open, with checkpoints and your team alongside, never a black box.

04

Operate & hand over

We harden, document, and hand over. Your team owns it, with managed support where you want it.

The outcomes

Results you can measure.

found

Before attackers

real exploits, ranked by impact

fixed

And hardened

remediations you can ship

watched

Going forward

monitoring for the next attempt

Who it's for

Built around your starting point.

Product & security

Before launch

Red-team AI features before they reach users.

High-stakes systems

Regulated AI

Prove resilience for systems under scrutiny.

Security teams

Periodic testing

Test continuously as models and prompts evolve.

By industry

AI Security & Red Teaming for your industry

Deep-dive pages with sector-specific use cases, delivery steps, and FAQs.

Tools we work with

Your AI stackLangSmithDatadogBurp SuiteGitHubMicrosoft DefenderSnowflakeSIEM
Questions

Frequently asked.

Prompt injection (direct and indirect), data exfiltration, jailbreaks, and abuse, mapped to your specific threat model.

Attack your AI before attackers do

Book a working session and we'll map AI Security & Red Teaming to your operation, then move fast.