Autonomous Systems
From Evidence to Argument: Using GSN to Structure AV Safety Cases
An introduction to Goal Structuring Notation (GSN) and how it helps autonomous vehicle teams build clear, defensible safety cases.
01/16/26
Enable Engineering Hyper-Productivity with AI Tools. Backed by Safety Expertise
SecuRESafe (SRES) enables organizations to confidently adopt AI-powered engineering tools in safety-critical development by validating their use, reducing systemic risk, and aligning AI-driven workflows with current and emerging safety and cybersecurity standards.
AI-powered tools are transformative and are the key to accelerating engineering output and product development productivity. They help engineers manage increasing system complexity, automate repetitive tasks, and make better-informed technical decisions—especially in domains where correctness, traceability, and safety assurance are non-negotiable.
While your mandate is to accelerate product development with agentic AI tools, our mandate is to validate it and protect you from the potential pitfalls. SRES provides the technical safety expertise that evolves your AI tool usage from “experimental risks” and “R&D” into producing mature engineering assets with appropriate integrity for safety-critical applications.
Safety Engineering Reimagined for the AI Transformation
Safety engineering is not meant to be a gatekeeper. It is the discipline that maintains the safety of the public in an increasingly complex world. As AI reshapes how engineering is done, safety engineering must evolve in parallel—becoming faster, more integrative, and better equipped to assess new kinds of tooling and workflows.
While LLM-based AI tools bring tremendous opportunities, they also introduce new risks that compound existing challenges. When parallel development streams (System, Hardware, Software) all adopt AI tools simultaneously, the compliance friction multiplies. This requires a specialized and pragmatic safety approach. At SRES, we specialize in facilitating this transformation – ensuring that your engineering rigor is responsive to meet the demands and pace of AI-driven development.
Your organization should not have to choose between leveraging agentic tools for engineering productivity and achieving compliance to standards and regulations in safety and cybersecurity. SRES aims to resolve this paradox. Our experts will validate your automation strategies against existing and emerging standards, allowing you to innovate with confidence while maintaining the high safety assurance the industry and the general public demand.
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SRES is your Partner for High-Assurance, Lean Oversight
SRES provides the essential “Expert-in-the-loop” service layer that ensures your AI-powered tools meet the highest safety and cybersecurity standards and best practices without requiring you to scale your internal safety or compliance teams. We act as a safety manager for your AI toolchain, transforming a compliance/ regulatory burden into a strategic advantage.
Our core capability is to maximize AI utility in your organization while minimizing risk.
Our Services Enable Responsible Velocity
SRES services utilize principles and methodologies compatible with the ISO 26262 Part 8 Clause 11 “Confidence in the use of software tools” and ISO/IEC TS 22440 standard “Artificial intelligence — Functional safety and AI systems“ to ensure forward-looking compliance for your AI-powered engineering workflows.
1
Strategic AI Tool Classification & Audit
We evaluate a definitive classification for your AI toolchain against emerging international frameworks like ISO/IEC 22440, ensuring you are ready for scale and free from compliance risks.
2
Development of Responsible AI Tool Workflows
We help develop effective AI tool workflows for particular engineering functions or the organization as a whole. We enable the appropriate process and product countermeasures to reduce AI tool hallucinations and mistakes. We develop AI tool output evaluation metrics to monitor and resolve issues promptly.
3
High-Confidence Expert Oversight
Emerging standards favor AI toolchains with highly effective error detection. SRES is your path to building this capability.
By engaging our safety experts in the loop, you can demonstrate a “high confidence” human oversight for your toolchain. This strategic move significantly streamlines the specific safety measures required for the tool itself, allowing your engineers to focus on innovation, not compliance documentation.
4
AI Tool Red Teaming
We independently investigate AI-based toolchains for potential “defeaters” and systemic flaws prior to widespread adoption and continuously during the evolution of the AI tool usage.
AI-powered tools are new, but safety engineering is not. SRES experts have been executing systems and safety engineering for decades. We have navigated complex failure modes, rare edge cases, and critical system vulnerabilities long before the rise of LLMs. Whether you are an integrator or supplier, your executives want accelerated progress and your safety team want reduced risk. SRES experts deliver both.
Innovate and solve problems with us
Let us know about your project and our team will be in contact
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