Anunay Krishnamurthy

Profile

Join date: Sep 11, 2023

About

Anunay Krishnamurthy is the founder of SafeLink Innovations and brings over 12+ years of hands-on expertise in functional safety (compliant with ISO 26262, SOTIF - ISO 21448, IEC 61508, ISO 25119, ISO 13849), Quality Management (including ASPICE and CMMI), and Systems Engineering. His career spans a diverse range of industries, including HPC middleware and framework, Autonomous Driving, ADAS (encompassing LiDAR, Radar, and Camera-based functions), Powertrain development (covering EV, Hybrid, and ICE), and Chassis Systems (encompassing Brakes and Steering).He has had the privilege of working on challenging projects with automotive clients across the United States, Europe, and Asia

Posts (14)

Jul 16, 2026 ∙ 3 min

Challenges in using AI for tooling in mission critical systems

While building SLIKWORKS, we used AI to automate much of the safety analysis work. Along the way, we encountered a number of challenges in applying LLMs and other ML models to this domain. These challenges are described in more detail in our SAE publication - AI-Powered FMEA in the Safety-Critical Industry. Below, we outline some of the key challenges we faced. Fig: AI tool challenges in mission-critical systems Hallucinations in LLMs Hallucinations in LLMs refer to instances where the model...

Jun 18, 2026 ∙ 4 min

Your Data, Your Rules: How SLIKWORKS Handles storage, privacy & GDPR

As more safety engineers explore how large language models (LLMs) can support their work, a number of questions come up again and again. Below, we've gathered the ones we hear most often about SLIKWORKS specifically, as well as other LLMs in safety engineering. Our aim is to give you clear answers so you can decide what's right for your team. Does SLIKWORKS support EU GDPR compliance? Yes. SLIKWORKS is built to be GDPR-compliant out of the box, and we've designed our data handling so that you...

Mar 12, 2026 ∙ 3 min

HAZOP: Hazard and Operability Analysis

HAZOP (Hazard and Operability Study) was originally developed for the chemical process industry, where facilities routinely handle hazardous materials. In such environments, even small malfunctions in manufacturing processes can lead to serious safety incidents. The methodology was first developed in 1961 as a structured way to systematically identify hazards and operability issues in complex industrial processes. Over time, the approach matured and was formally standardized through IEC...