How essential is measuring the efficiency and efficacy of industrial digital transformation (dX) solutions across industries today?
KPIs and performance measurements are not new, but a culture of measurement becomes essential for Dx solutions. In many cases, Dx is about transformations taking place in an existing industrial system that has already its established processes. A proposed upgrade is in the challenger position: there will be uncertainty on the value, concerns about risks, skepticism and resistance. A consensus between the different stakeholders involved in a Dx solution can only be reached based on some measurable agreed-upon objectives.
Assessing “efficiency” has several dimensions: while improving performance of a particular operation or quality of its output (speed, productivity, throughput, error and defect rate, etc.) may be at the forefront, other aspects need be measured as well. These aspects have their own objectives: non-functional properties such as security, safety, robustness, flexibility. These properties are harder to evaluate, and take more time. Finally, the impact (or “side effects”) of a solution on other operations must be assessed as well. Only then can we assess in a well-rounded (a well as consensual) manner the value and viability of a solution.
There is an investigation side to deploying Dx. The case for digital transformation is rarely clear from the start. Digital solutions rely on the recent or emerging technologies that may or may not work for the situation at hand. A problem to be resolved may be agreed upon, but its causes may remain obscure.
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber ? Sign In
This story is from the {{IssueName}} edition of {{MagazineName}}.
Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 9,000+ magazines and newspapers.
Already a subscriber? Sign In
How big is India's Computer Accessories Market? Innovations expected by FY25
India’s computer accessories sector grows with Make in India, Digital India, and rising demand for high-tech accessories like AIl-powered devices, boosting exports globally.
When Network Threats Are Not Allowed to Check-in
Like elevators, networks in this hotel are segregated for guests, for service, and locked for outsiders unless they prove bona fide. Does this approach work?
Robotic Surgeries can turn into double-edged Swords
Technology should never come at the cost of affordability, privacy, training ease, the ability to practice anywhere, CRM’s real use and sensitivity to patient experience. Surjeet Thakur, CIO Rajagiri Hospital, Kochi gives us an X-ray from different angles.
Does Santa Claus watch when you pay rent on time?
If yes, what kind of diary does he use to distinguish good kids from delinquent ones? And what stockings can you hang to translate this good behaviour into rewards home loan discounts, prop-tech speed, landlord KYC or more?
Roadmap for Bank-based Apps to Gain UPI Market Share A missed opportunity!
As UPI dominates, will banks step up to reclaim their market? UPI continues its meteoric rise, handling 69.6% of India's digital transactions and reaching ₹20.6 lakh crore across 14.8 billion transactions in August 2024 alone.
The Future of Machine Identity
The biggest challenge today in the digital security sphere is securing machine identities -the digital entities such as APIs, software applications, and IoT devicesthat are constantly being targeted due to the changing nature of cyber threats.
Redefining AI Application Delivery
In this discussion with F5’s Ahmed Guetari and Adam Judd, we explore the collaboration between F5 and NVIDIA, which leverages the innovative capabilities of NVIDIA's BlueField-3 DPUs and F5’s BIG-IP Next platform. This partnership is set to redefine AI application delivery and security, particularly in the high-growth Indian market, by enabling better resource allocation, faster data processing, and robust security enhancements. With AI adoption surging across industries, F5 and NVIDIA's synergy brings transformative solutions for service providers and enterprises, poised to drive India’s AI-led innovation.
EPAM's Bold Leap: Transforming Business with Al-Driven Salesforce Solutions.
Siba Padhy, Head of Salesforce Business, EPAM Systems highlights how Salesforce has evolved from a core sales solution to a comprehensive platform that encompasses service, marketing, and commerce, with a significant emphasis on leveraging AI technologies, particularly the newly launched Agentforce and Einstein GPT. Padhy discusses the burgeoning agent tech economy in India and EPAM's strategic focus on delivering tailored solutions that address specific market needs. With ambitious growth targets, EPAM aims to double its Salesforce expertise in the coming years, positioning itself as a key player in driving digital transformation across various industries.
The Smart Manufacturing Revolution in India
Explore how cutting-edge technologies are redefining manufacturing in India, shaping a future where efficiency and sustainability go hand in hand.
Digital Governance: Changing that Red Carpet into a Green One
India's approach and success stories in digital governance show how technology should be used to cover the entire carpet area - From expanding inclusion to the digitally not-so-savvy folks to strengthening interoperability - we have made sure the grass is green, every side
