#mliiot search results

Threat detection in OT starts with visibility. Many utilities 've limited view on architecture & services running at their end. Passive monitoring combined with profiling techniques for learning OT n/w data helps in intercepting abnormal behaviors #IIoT #MLIIoT @MicrolandLtd

Growing risks to industrial entities having OT env with interconnected systems, IIoT, will put OT security into focus Risks to OT security and impending consequences is increasing regular exchange of cybersecurity intelligence and insights betwn orgs #IIoT #MLIIoT @MicrolandLtd

In a report by the American Society for Quality, manufacturing companies that have digitized their processes (IIoT) report 82% increase in overall efficiency, 49% fewer reported product defects, and a 45% increase in customer satisfaction #IIoT #MLIIoT @MicrolandLtd

CISO & IT teams 've accountability for cybersecurity across org OT networks use traditional measures like air gapping / IDMZ to protect against, are rife with backdoors. E.g 3rd-party vendors often 've remote access for upgrades #IIoT #MLIIoT @MicrolandLtd

About 77% of orgs report their primary energy consumption data comes from power bills or energy monitoring tools with limited visibility IoT changes the game allowing mfg to track exact energy usage patterns by outfitting machinery with sensors #IIoT #MLIIoT @MicrolandLtd

Predictive maintenance has been major topic in mfg for few yrs It relies on vibration sensor data, AI/ML to analyze how an equipment is operating, when it’s likely to start operating outside of its ideal range, and when it will need maintenance #IIoT #MLIIoT @MicrolandLtd

Pharma has seen its outlook improve with COVID 19 Categories like OTC saw supply-side disruptions + demand contraction Mfgs looking for AI-based demand sensing algorithms to simulate multiple scenarios and plan their distribution well in advance #IIoT #MLIIoT @MicrolandLtd

Pharma orgs focussing on supply chain visibility & demand sensing as 2 main use cases finding IoT-enabled projects as the best way of getting quality real-time data across the enterprise. This in turns allows for AI models to become more accurate #IIoT #MLIIoT @MicrolandLtd

At least 80% of firms to develop comprehensive on-premises return-to-work strategies that include IoT apps to enhance employee safety and improve resource efficiency such as sensor-enabled space utilization and activity monitoring (Forrester) #IIoT #MLIIoT @MicrolandLtd

COVID-19: Two things that 've becm more imp for orgs -Focusing on adopting digital technologies that constitute the Industrial 4.0 revolution - Investing in new products and services that enable them to thrive in the fastevolving economic environment #IIoT #MLIIoT @MicrolandLtd

O&M of solar + wind farms are usually found inefficient given geographical spread requiring to cover long distances to identify faults Using IoT & analytics powered monitoring and fault case diagnosis, operators are seeing significant business value #IIoT #MLIIoT @MicrolandLtd

Mfgs, utilities, pharma firms switched to remote ops in 2020 leveraging IIoT, and began connecting previously disconnected assets This increased reliance on remote experts to address repairs without protracted downtime and expensive travel (Forrester) #IIoT #MLIIoT @MicrolandLtd

OT threat intelligence should not only focus on suspicious activities (e.g. unauthorized communication, abnormal behavior), but also on the semantics of the industrial processes that are running on critical industrial assets #IIoT #MLIIoT @MicrolandLtd

Connected device makers will double down on healthcare use cases Consumer interest in digital health devices will accelerate as the convenience of at-home monitoring, insight into health, and reduced cost of connected health devices (Forrester) #IIoT #MLIIoT @MicrolandLtd

IoT, AI, cloud, and big data/analytics are the ‘big 4 technologies’ that could provide bedrock to connect orgs, generate data, and drive more intelligent ops IoT sets up foundation, providing core tools to automate data collection & generate insights #IIoT #MLIIoT @MicrolandLtd

Digital twins r gaining tractn as it incorporates process data, enabling to reach accurate insights + address ops inefficiencies Gartner reports 24% of enterprises already using digital twins, 42% 'll likely adopt this technology within next 3 yrs #IIoT #MLIIoT @MicrolandLtd

As operators of critical infra continue to converge cyber-physical aspects of biz, many 've achieved effective monitoring of critical processes, as well as increased ability to virtually leverage data using IIoT, enabling decision making in real-time #IIoT #MLIIoT @MicrolandLtd

With IT/OT convergence, industries 've lost 'air gap' that historically protected OT OT traditionally built upon legacy s/w are much less likely to be patched, and convergence with IT is resulting an expansion of attack surface #OTSecurityAwareness #IIoT #MLIIoT @MicrolandLtd

Remote collaboration on maintenance + installation really benefits from digital twins + live connectivity #5G is expected to deliver an outstanding UX with remote operators able to see what onsite staff see, share data sheets and maintenance records #IIoT #MLIIoT @MicrolandLtd

In 2021, there 'll be more deployments aimed at sophisticated remote ops. These will go well beyond remote monitoring, and include autonomous operational controls for select parts of a process and will be remotely enabled for other parts. #Cisco #IIoT #MLIIoT @MicrolandLtd