Enterprise validation SwitchOn already serves global manufacturing giants such as Unilever, P&G, Diageo, ITC, SKF, and Tata, signaling strong enterprise credibility and a compelling case for expansion into large-scale FMCG and industrial accounts.

On‑prem AI edge The AI-on-the-Edge capability that operates without connectivity and integrates across existing lines within hours offers a differentiator for manufacturers with strict downtime and data-security requirements, presenting a tangible adoption pathway for skeptical operations teams.

Cost of quality leverage Claims of up to 50% reduction in Cost of Quality, high precision and fast throughput (1200+ products per minute, sub-150 micron) provide a strong ROI narrative for procurement and plant leadership evaluating quality and waste reductions.

Funding momentum Recent pre-Series B funding of 8 million from IvyCap Ventures with participation from Trifecta Capital and SIG Tattva signals growing investor confidence, which can be used in sales pitches to accelerate enterprise deals and reassure potential customers.

Expansion opportunities With a diverse client base across global sites and a modular platform designed for fast integration, there are upsell opportunities to additional sites, product lines, and centralized quality reporting features across multinational manufacturing networks.