Blog
Delaying smart manufacturing tech silently drains profit. This blog quantifies the real cost of inaction and offers a tool to calculate your factory’s delay tax.
Arthi Sairaman
July 30, 2025 02:44 AM - Comment(s)
This blog challenges the “AI-native workforce” hype, urging manufacturers to prioritize early awareness, digital fluency, and knowledge capture to build a truly future-ready workforce.
Arthi Sairaman
July 17, 2025 05:06 AM - Comment(s)
As artificial intelligence becomes a core part of industrial transformation, context, adoption and usage matter. In manufacturing, AI is not just another software layer—it is a fundamental shift in how people, machines, and decisions interact.
Arthi Sairaman
June 16, 2025 05:07 AM - Comment(s)
Design reuse is not just about saving time. It is a strategic lever for improving engineering productivity, ensuring design consistency, and enabling scalable digital transformation. Think of this as a circular economy principle applied to product design.
Arthi Sairaman
June 03, 2025 05:20 AM - Comment(s)
OEM manufacturers have years of experience building their manufacturing competencies and streamlined operations. Part 3 of the Designing Intelligence blog explores how OEMs should introduce technology tools for developing and supporting their workforce on the shopfloor and beyond.
Arthi Sairaman
May 20, 2025 05:10 AM - Comment(s)
OEM manufacturers have years of experience building their manufacturing competencies and streamlined operations. Part 2 of the Designing Intelligence blog explores how some versions of operational twins exist in many organizations and strategic thinking can uncover them for ops scenario planning.
Arthi Sairaman
May 07, 2025 05:19 AM - Comment(s)
OEM manufacturers are grappling with fragmented design practices, siloed tools, and tribal engineering workflows. This blog explores how a next-gen approach to digital twins can help OEMs accelerate design, commissioning, and empower multi-disciplinary teams.
Arthi Sairaman
April 21, 2025 03:21 AM - Comment(s)
This article explores how human capital development is key to the future of manufacturing. Mfg technology should be human centric, to augment the capabilities of the next-gen talent to onboard, train and perform their roles .
Arthi Sairaman
April 09, 2025 12:09 AM - Comment(s)
This blog explores how Digital Twins and Connected Worker technologies can modernize manufacturing. Learn how AI-driven insights, AR training, and remote support reduce training time, improve compliance, and enhance efficiency, helping factories scale for the next-gen workforce
Arthi Sairaman
March 09, 2025 04:33 PM - Comment(s)
Cost estimation is a critical factor in manufacturing, impacting budgets, timelines, and overall ROI. With digital twins, manufacturers can simulate, validate, and optimize costs before physical deployment—reducing risks and improving decision-making.
Arthi Sairaman
February 23, 2025 11:31 PM - Comment(s)
Partnering with an automation builder, a manufacturer optimized its induction hardening process with digital twins and a SCARA robot, boosting efficiency by 20% and adding Industry 4.0 capabilities. Simulations minimized design risks, ensuring smooth deployment and workforce adoption
Arthi Sairaman
February 17, 2025 02:24 AM - Comment(s)
Digital transformation and resultant Physical AI is an opportunity for small manufacturers to improve efficiency, reduce costs, and future-proof their business. But the key to success about starting small, prioritizing quick wins, and scaling based on real impact.
Arthi Sairaman
February 10, 2025 07:30 PM - Comment(s)
Physical AI is on the rise, promising safer, more adaptive, and more efficient manufacturing. But let’s be real—adopting it isn’t just about installing a few smart robots and calling it a day. To make Physical AI work at scale, businesses need the right mix of technology, workforce readiness, and su...
Arthi Sairaman
February 03, 2025 07:30 PM - Comment(s)
Though different, Physical AI and Digital Twins are complementary. Real-time data from Physical AI systems can update Digital Twins to ensure accurate modeling, while insights from Digital Twins can optimize the performance of Physical AI systems. Together, they create a feedback loop.
Arthi Sairaman
January 27, 2025 07:30 PM - Comment(s)