AI disruption fears ease for hardware-focused tech firms. Engineering and research development companies building complex physical products for aerospace, automotive, and defence sectors face less automation risk than pure-play IT services. Companies like L&T Technology Services, Cyient, and KPIT Technologies benefit from work requiring deep mechanical expertise, unique client needs, and essential human oversight. Their lower coding-dependent revenue provides natural protection. Industry leaders argue AI cannot replicate engineering intelligence needed for integrated hardware-software solutions. This positions ER&D firms as resilient amid broader technology sector concerns about artificial intelligence impact on employment and service delivery.