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Understanding Agentic AI: From Concept to an Application (Example)

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Youโ€™ve probably encountered a wave of posts about Agentic AI lately. The enthusiasm is warranted – but often, clarity is missing. Or the focus is entirely on the tools/frameworks. For those from the last century, familiar with โ€œStructured Systems Analysisโ€ or tools like โ€œData Flow Diagramโ€, identifying Agents, defining their โ€œfunctionsโ€ may strike an interesting […]

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โ€œCan you see me? Can you hear me?

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The dreaded Monday morning chorus in hybrid meeting rooms. A frustrated IT manager put it best: ๐Ÿ—ฃ๏ธ โ€œ๐ป๐‘Ž๐‘™๐‘“ ๐‘œ๐‘ข๐‘Ÿ ๐‘’๐‘ฅ๐‘’๐‘ ๐‘š๐‘’๐‘’๐‘ก๐‘–๐‘›๐‘”๐‘  ๐‘ ๐‘ก๐‘Ž๐‘Ÿ๐‘ก ๐‘ค๐‘–๐‘กโ„Ž ๐ด๐‘‰ ๐‘โ„Ž๐‘Ž๐‘œ๐‘ . ๐‘๐‘œ๐‘œ๐‘š ๐‘ค๐‘œ๐‘›โ€™๐‘ก ๐‘๐‘œ๐‘›๐‘›๐‘’๐‘๐‘ก. ๐ด๐‘ข๐‘‘๐‘–๐‘œโ€™๐‘  ๐‘š๐‘ข๐‘ก๐‘’๐‘‘. ๐‘Š๐‘Ÿ๐‘œ๐‘›๐‘” ๐‘–๐‘›๐‘๐‘ข๐‘ก. ๐‘ƒ๐‘ƒ๐‘‡ ๐‘–๐‘ ๐‘›โ€™๐‘ก ๐‘ โ„Ž๐‘œ๐‘ค๐‘–๐‘›๐‘” ๐‘ข๐‘ ๐‘œ๐‘› ๐‘ ๐‘๐‘Ÿ๐‘’๐‘’๐‘›. ๐ด๐‘”๐‘Ž๐‘–๐‘›.โ€ The hardware isnโ€™t broken.ย The setup looks fine. But something isnโ€™t rightโ€”and nobody knows until someone from

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73% of CISOs Admitโ€ฆ Security incidents due to unknown or unmanaged assets is a huge headache

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Once upon a time, the CISO was the firewall champion – emerging from deep within the IT trenches.ย Networking, servers, patching, endpoint security – these were their domains. And theyโ€™ve come a long way. From tech specialists to boardroom leaders, todayโ€™s CISOs speak the language of risk, regulation, and resilience. They sit at the intersection of

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The Silent Breach: A Story of Security at the Brink

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Logan Carter* has a recurring nightmare. One from his last job. Logan refused to let this nightmare repeat itself at his new jobโ€”where he was responsible for even more critical infrastructure. His far-edge security infrastructureโ€”thousands of cameras, badge readers, and sensorsโ€”was a ticking time bomb. Legacy tools showed โ€œgreenโ€ across the board, but Logan knew

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Wait!!! Before Edge AI/ML, you needโ€ฆ

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Operations Security: Lesson 2 โ€“ Visibility In discussions with stakeholders across security, manufacturing, facilities, and other domains, one question repeatedly arises: Where do we start?  Before embarking on AI/ML projects, especially for components outside the data center, enterprises need visibility across these 5 critical dimensions: Operational Health Begin with understanding asset utilization, service impact, and potential

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๐—ง๐—ต๐—ฒ ๐—ฆ๐—ถ๐—น๐—ฒ๐—ป๐˜ ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฎ๐˜ ๐—ฎ๐˜ ๐˜๐—ต๐—ฒ ๐—™๐—ฎ๐—ฟ ๐—˜๐—ฑ๐—ด๐—ฒ โ€“ ๐—”๐—ป๐—ฑ ๐—›๐—ผ๐˜„ ๐—ช๐—ฒ ๐—™๐—ถ๐—ด๐—ต๐˜ ๐—œ๐˜

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It starts quietly. A security camera in a remote facility blinks offline. No alert is triggered, no red flag raised. Itโ€™s just a flickerโ€”until it happens again, then again, across multiple locations. But hereโ€™s the catch: ๐—ป๐—ผ ๐—ผ๐—ป๐—ฒ ๐—ป๐—ผ๐˜๐—ถ๐—ฐ๐—ฒ๐˜€. The security team, already stretched thin, is buried under a mountain of systems from different vendors, each

๐—ง๐—ต๐—ฒ ๐—ฆ๐—ถ๐—น๐—ฒ๐—ป๐˜ ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฎ๐˜ ๐—ฎ๐˜ ๐˜๐—ต๐—ฒ ๐—™๐—ฎ๐—ฟ ๐—˜๐—ฑ๐—ด๐—ฒ โ€“ ๐—”๐—ป๐—ฑ ๐—›๐—ผ๐˜„ ๐—ช๐—ฒ ๐—™๐—ถ๐—ด๐—ต๐˜ ๐—œ๐˜ Read More ยป

๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—™๐—ฎ๐—ฟ๐—บ๐—ถ๐—ป๐—ด: ๐—”๐—œ๐—ผ๐—ง-๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—ฃ๐—ฟ๐—ฒ๐—ฐ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—”๐—ด๐—ฟ๐—ถ๐—ฐ๐˜‚๐—น๐˜๐˜‚๐—ฟ๐—ฒ!

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Digital transformation in agriculture is gaining momentum. Growing number of agriculture research organizations and agribusinesses are embracing the shift. It is enabling farmers to adopt more sustainable farming practices. For instance, armed with data on soil moisture, nutrient levels, and crop health, farmers can make informed decisions about irrigation, fertilization, and pesticide use. The result?

๐—ง๐—ต๐—ฒ ๐—™๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—™๐—ฎ๐—ฟ๐—บ๐—ถ๐—ป๐—ด: ๐—”๐—œ๐—ผ๐—ง-๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—ฃ๐—ฟ๐—ฒ๐—ฐ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—”๐—ด๐—ฟ๐—ถ๐—ฐ๐˜‚๐—น๐˜๐˜‚๐—ฟ๐—ฒ! Read More ยป

๐—ช๐—ต๐˜† ๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜๐—›๐˜‚๐—ฏ.๐—ฎ๐—ถ? ๐—ช๐—ต๐˜† ๐—”๐—œ๐—ผ๐—ง? ๐—›๐—ฒ๐—ฟ๐—ฒ’๐˜€ย ๐—ช๐—ต๐˜†!

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At SmartHub.ai, we bring intelligence to the edge, enabling businesses to operate with greater efficiency, security, and resilience. With AI-driven automation, intelligent analytics, and proactive security measures, SmartHub.ai empowers organizations to harness the full potential of edge computing. Letโ€™s redefine the future of intelligent operations together. ๐Ÿ”— Learn more: www.smarthub.ai   ๐Ÿ“ฉ Contact us: getintouch@smarthub.ai

๐—ช๐—ต๐˜† ๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜๐—›๐˜‚๐—ฏ.๐—ฎ๐—ถ? ๐—ช๐—ต๐˜† ๐—”๐—œ๐—ผ๐—ง? ๐—›๐—ฒ๐—ฟ๐—ฒ’๐˜€ย ๐—ช๐—ต๐˜†! Read More ยป

๐—ง๐—ต๐—ฒ ๐—ฅ๐—ถ๐˜€๐—ฒ ๐—ผ๐—ณ ๐——๐—˜๐—ฆ: ๐—ก๐—ฎ๐˜ƒ๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ข๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—–๐—ต๐—ฎ๐—น๐—น๐—ฒ๐—ป๐—ด๐—ฒ๐˜€ ๐—ถ๐—ป ๐—˜๐—ป๐—ฒ๐—ฟ๐—ด๐˜† ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜

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๐˜—อŸ๐˜ณอŸ๐˜ฐอŸ๐˜ซอŸ๐˜ฆอŸ๐˜คอŸ๐˜ตอŸ๐˜ฆอŸ๐˜ฅอŸ อŸ๐˜”อŸ๐˜ขอŸ๐˜ณอŸ๐˜ฌอŸ๐˜ฆอŸ๐˜ตอŸ อŸ๐˜šอŸ๐˜ชอŸ๐˜ปอŸ๐˜ฆอŸ อŸ๐˜งอŸ๐˜ฐอŸ๐˜ณอŸ อŸ๐˜‹อŸ๐˜ชอŸ๐˜ดอŸ๐˜ตอŸ๐˜ณอŸ๐˜ชอŸ๐˜ฃอŸ๐˜ถอŸ๐˜ตอŸ๐˜ฆอŸ๐˜ฅอŸ อŸ๐˜ŒอŸ๐˜ฏอŸ๐˜ฆอŸ๐˜ณอŸ๐˜จอŸ๐˜บอŸ อŸ๐˜ŽอŸ๐˜ฆอŸ๐˜ฏอŸ๐˜ฆอŸ๐˜ณอŸ๐˜ขอŸ๐˜ตอŸ๐˜ชอŸ๐˜ฐอŸ๐˜ฏอŸ อŸ๐˜ฃอŸ๐˜บอŸ อŸ2อŸ0อŸ3อŸ0อŸ:อŸ อŸ๐˜œอŸ๐˜šอŸ๐˜‹อŸ อŸ9อŸ3อŸ2อŸ.อŸ3อŸ4อŸ อŸ๐˜‰อŸ๐˜ชอŸ๐˜ญอŸ๐˜ญอŸ๐˜ชอŸ๐˜ฐอŸ๐˜ฏอŸ อŸ๐˜‰อŸ๐˜บอŸ อŸ2อŸ0อŸ2อŸ5อŸ,อŸ อŸ๐˜ฐอŸ๐˜ทอŸ๐˜ฆอŸ๐˜ณอŸ อŸ๐˜ฐอŸ๐˜ฏอŸ๐˜ฆอŸ-อŸ๐˜ตอŸ๐˜ฉอŸ๐˜ชอŸ๐˜ณอŸ๐˜ฅอŸ อŸ๐˜ฐอŸ๐˜งอŸ อŸ๐˜จอŸ๐˜ญอŸ๐˜ฐอŸ๐˜ฃอŸ๐˜ขอŸ๐˜ญอŸ อŸ๐˜ฆอŸ๐˜ญอŸ๐˜ฆอŸ๐˜คอŸ๐˜ตอŸ๐˜ณอŸ๐˜ชอŸ๐˜คอŸ๐˜ชอŸ๐˜ตอŸ๐˜บอŸ อŸ๐˜ธอŸ๐˜ชอŸ๐˜ญอŸ๐˜ญอŸ อŸ๐˜คอŸ๐˜ฐอŸ๐˜ฎอŸ๐˜ฆอŸ อŸ๐˜งอŸ๐˜ณอŸ๐˜ฐอŸ๐˜ฎอŸ อŸ๐˜ณอŸ๐˜ฆอŸ๐˜ฏอŸ๐˜ฆอŸ๐˜ธอŸ๐˜ขอŸ๐˜ฃอŸ๐˜ญอŸ๐˜ฆอŸ๐˜ดอŸ อŸ(อŸ๐˜šอŸ๐˜ฐอŸ๐˜ถอŸ๐˜ณอŸ๐˜คอŸ๐˜ฆอŸ:อŸ อŸ๐˜žอŸ๐˜ŒอŸ๐˜อŸ)อŸ.อŸ The utility market is undergoing a profound transformation, driven by the rise of Distributed Energy Systems (DES). These systems bring unparalleled flexibility and resilience to energy production and distribution, but

๐—ง๐—ต๐—ฒ ๐—ฅ๐—ถ๐˜€๐—ฒ ๐—ผ๐—ณ ๐——๐—˜๐—ฆ: ๐—ก๐—ฎ๐˜ƒ๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ข๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—–๐—ต๐—ฎ๐—น๐—น๐—ฒ๐—ป๐—ด๐—ฒ๐˜€ ๐—ถ๐—ป ๐—˜๐—ป๐—ฒ๐—ฟ๐—ด๐˜† ๐— ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ Read More ยป

๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜๐—›๐˜‚๐—ฏ ๐——๐—˜๐—™๐—˜๐—ก๐——โ„ข ๐Ÿ”’ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ฎ๐˜ ๐˜๐—ต๐—ฒ ๐—–๐—ผ๐—ฟ๐—ฒ

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At SmartHub.ai, enterprise-grade security is more than a promiseโ€”it’s our priority. One of the key security features SmartHub DEFENDโ„ข solution offers is the Automated Password Rotation. ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฃ๐—ฎ๐˜€๐˜€๐˜„๐—ผ๐—ฟ๐—ฑ ๐—ฅ๐—ผ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป Adopting a system-driven approach to update, manage, and enforce password changes across infrastructure helps organizations in safeguarding sensitive data and minimizing exposure to cyber threats. Regular

๐—ฆ๐—บ๐—ฎ๐—ฟ๐˜๐—›๐˜‚๐—ฏ ๐——๐—˜๐—™๐—˜๐—ก๐——โ„ข ๐Ÿ”’ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—ฎ๐˜ ๐˜๐—ต๐—ฒ ๐—–๐—ผ๐—ฟ๐—ฒ Read More ยป