LLM Red Teaming
CATEGORYProactive stress-testing against prompt injection, jailbreaks, and logic exploits.
Secure your AI infrastructure, LLM models, prompt injection vulnerabilities, and enterprise data privacy against emerging adversarial risks.

Deploying Large Language Models and AI pipelines without dedicated governance introduces high-stakes vulnerabilities—from confidential data leakage to model poisoning and automated agent hijacking. We architect multi-layered defense frameworks tailored specifically to machine learning systems and LLM integrations. By embedding strict runtime guardrails, sanitization gateways, and continuous red teaming protocols, we protect your intellectual property, safeguard user privacy, and ensure predictable, secure AI behavior.
AI tools are showing up across day-to-day work faster than most security policies can keep up, from customer support chatbots to internal tools built on top of language models. Each one is a new place where sensitive data can leak, where a cleverly worded prompt can manipulate an output, or where access controls nobody thought to set up can expose more than intended.
AITI helps you map where AI actually touches your business, then puts guardrails around it instead of a ban that just pushes teams toward using AI quietly and unsupervised. We review data flows into AI tools, test for prompt injection and manipulation risks, and set access controls so only the right people and systems can use what you deploy.
This work usually goes hand in hand with our broader Cybersecurity and IT Consulting services, so AI risk gets addressed as part of your overall security posture from the start, not patched in after something goes wrong.
Oour framework shields every layer of your artificial intelligence ecosystem. [EN]
Proactive stress-testing against prompt injection, jailbreaks, and logic exploits.
Low-latency runtime proxies to filter unsafe inputs and enforce output rules.
Automatic PII detection and tokenization before data reaches model APIs.
Protect embedding databases from poisoning and cross-tenant data leaks.
Secure containerized inference engines and verify model weight integrity.
A healthcare SaaS platform integrated a custom LLM customer assistant but faced high risks of patient PII leakage and vulnerability to prompt injection bypasses.
AITI deployed an inline AI Security Gateway featuring automated real-time PII anonymization, semantic guardrails, and role-based vector retrieval controls.
Zero PII leakage incidents recorded, 100% of malicious prompt injections successfully intercepted at the proxy layer with sub-15ms processing latency.
using AI for fraud detection or customer service, where data sensitivity is high.
deploying AI chatbots that handle customer data.
building AI features into their own products.
using AI tools that touch confidential records.
adopting off-the-shelf AI tools without an existing data policy.
Intelligent guardrails that evaluate conversational context dynamically rather than relying on brittle, keyword-only blocklists.
Zero-knowledge data processing frameworks ensuring proprietary enterprise data is never exposed during inference or retraining.
Continuous adversarial stress-testing aligned with the latest OWASP Top 10 for LLMs and NIST AI Risk Management standards.
If your team inputs any business or customer data into AI tools, yes. Most exposure happens through everyday use, not custom AI builds.
Yes, we review custom and third-party AI deployments alike.
No, even a single AI-powered workflow can create risk worth assessing, regardless of company size.
AI introduces new risk types, like prompt injection and model manipulation, that traditional security tools aren't designed to detect.
Yes, AI usage policy development is one of our core deliverables.
We start with an exposure assessment to understand current risk, then build guardrails around what's already in use without disrupting your team's workflow.
Both are available. Many clients start with a one-time assessment, then move to ongoing monitoring as AI usage grows.
Yes, our assessment covers AI usage across the whole business, not just technical teams.
DIGITAL FOUNDATIONProtect business from cyber threats with assessment, hardening, monitoring, and incident response.
DIGITAL FOUNDATIONDesign, installation, and management of stable, secure office networks
DIGITAL FOUNDATIONNavicat Licensing, Implementation, Multi Cloud Database, and Management
BUSINESS SYSTEMMigration, architecture, DevOps, and backup managed by AITI.
BUSINESS SYSTEMCustom web and mobile applications to your business workflows.
BUSINESS SYSTEMClear IT Roadmap to digital transformation
INTELLIGENT OPERATIONSAerial survey, mapping and industrial inspection using drones for any industries
Monitor your business fleet and vehicles in real time with geofencing and automated alerts.
DIGITAL FOUNDATIONProtect business from cyber threats with assessment, hardening, monitoring, and incident response.
DIGITAL FOUNDATIONDesign, installation, and management of stable, secure office networks
DIGITAL FOUNDATIONNavicat Licensing, Implementation, Multi Cloud Database, and Management
BUSINESS SYSTEMMigration, architecture, DevOps, and backup managed by AITI.
BUSINESS SYSTEMCustom web and mobile applications to your business workflows.
BUSINESS SYSTEMClear IT Roadmap to digital transformation
INTELLIGENT OPERATIONSAerial survey, mapping and industrial inspection using drones for any industries
Monitor your business fleet and vehicles in real time with geofencing and automated alerts.