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Red Teaming for GenAI solutions

Our advanced Red Teaming service is meticulously crafted to fortify your Generative AI (GenAI) solutions, including Retrieval-Augmented Generation (RAG) systems and AI agents. Leveraging the robust capabilities of the DeepEval framework, we proactively identify and mitigate potential vulnerabilities, ensuring your AI applications operate securely and reliably.
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Navigate the Complexities of GenAI with Confidence

Ensuring AI Safety

Generative AI systems can unintentionally produce biased or harmful content, jeopardizing user trust and regulatory compliance. Our Red Teaming service conducts rigorous testing to identify and mitigate these vulnerabilities, protecting your organization’s reputation.

Protecting Against Attacks

AI models are vulnerable to advanced adversarial attacks that can manipulate outputs or extract sensitive data. We simulate these threats to assess and strengthen your system’s resilience, ensuring robust defenses are in place.

Data Privacy & Integrity

AI outputs can inadvertently expose sensitive information, risking user privacy and violating data protection regulations. Our detailed assessments uncover and resolve these risks, ensuring your AI solutions comply with strict privacy standards.

Explore the Benefits

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Rapid Vulnerability Assessment

Leveraging the DeepEval framework, we deliver vulnerability assessments in just 2-3 weeks—far faster than traditional approaches. This expedited process enables swift identification and resolution of potential risks.

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Comprehensive Risk Coverage

Our service addresses over 40 types of vulnerabilities across five critical risk categories: Responsible AI, Illegal Activities, Brand Image, Data Privacy, and Unauthorized Access. This ensures a holistic evaluation of your AI systems.

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Advanced Attack Simulation

Using cutting-edge techniques such as Base64 encoding, prompt injection, and multilingual attacks, we rigorously test your AI models. This thorough approach fortifies your systems against a diverse range of adversarial threats.

Our Approach

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Tailored Red Teaming Strategy

We start by analyzing your AI system’s purpose and operational context, enabling us to craft a customized Red Teaming approach. This ensures our assessments are both relevant and effective.

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Systematic Vulnerability Scanning

Using advanced frameworks like DeepEval or PyRIT, we conduct thorough scans of your AI models to identify vulnerabilities and evaluate their potential impact. This structured process ensures every aspect of your system is carefully assessed.

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Expert Analysis and Comprehensive Reporting

Our team provides in-depth reports that clearly detail identified risks and their implications, leveraging our extensive expertise in AI security. We go beyond risk identification by offering actionable recommendations and support to strengthen your AI systems, ensuring they are secure, resilient, and meet industry best practices.

Our Commitment to Client Security and Success

With our expertise in Red Teaming and advanced frameworks like DeepEval and PyRIT, we deliver thorough, transparent assessments customized to your AI systems. Our approach ensures that every vulnerability is identified, documented, and addressed effectively. From adversarial testing to detailed, actionable reports, we provide end-to-end support to enhance the safety and reliability of your GenAI solutions. By choosing our Red Teaming service, you’re not just protecting your AI models—you’re gaining peace of mind, confident that every potential risk is evaluated, mitigated, and resolved by a team committed to your success.

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Accelerated GenAI Excellence

First Line Software has been a leader in the most advanced ways of software development for decades. Our engineers, who helped pioneer the significant milestones of Agile, Public Cloud, and DevSecOps, are now immersed in GenAI-empowered software development. By adopting this cutting-edge technology into our processes, First Line Software’s teams can develop exceptional software faster, while maintaining top-level quality. We are constantly adopting the best GenAI tools available, as well as creating our own GenAI tools to accelerate our client’s technology excellence and shorten their time-to-market. That means our clients see better results, sooner.

GenAI is a revolutionary productivity amplifier, we can show you how it can work for your business. The GenAI marathon has already started- let us help you set the pace. We aim to find the perfect, custom fit for your company for the long haul.

Our Generative AI Leaders

Coy Cardwell

Gen AI Expert

Alexander Aptus

Gen AI Expert

Alexander Meshkov

Gen AI Expert

Generative AI Work Highlights

AI-Powered Solution for a Vendor Platform
AI & ML

Implementing an Agentic RAG AI Assistant for a Leading Audio System Company
AI & MLManufacturing

Streamlining Software Development: AI Tool Saves Time on Requirements Analysis and Documentation
AI & MLAzure Cloud Development

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Whether you have a problem that needs solving or a great idea you’d like to explore, our team is always on hand to help you.



First Line Software is a premier provider of software engineering, software enablement, and digital transformation services. Headquartered in Cambridge, Massachusetts, the global staff of 450 technical experts serve clients across North America, Europe, Asia, and Australia.

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