For example, an IT operations team at a global retailer could use predictive analytics to identify a subtle disk I/O pattern that preceded storage failures in its e-commerce environment. By replacing drives proactively,…
In time, cloud security will become more advanced and tip the scales in favor of an all-cloud scenario. Until then, companies will mainly stick with their hybrid approaches even though it means managing…
At the core of MCP’s security paradox is its greatest strength, which is frictionless connectivity and pervasive integration with as little friction as possible. That aspect of the protocol is its greatest weakness….
If business users are able to directly access data on their own time, they will be able to make quick, informed decisions, and with practice they’ll be able to tailor reports to their…
Some of the most common challenges organizations face include: The CMP market is evolving very rapidly. Traditional IT vendors, such as VMware and BMC, have retooled their platforms to support the cloud, while…
Advanced solutions also leverage natural language processing. Business users can describe outcomes in plain language—such as, “When a high-priority ticket is created in Zendesk, generate a Jira task and notify the account manager…
Channel partners and consultancies are central to this transition. They provide the expertise, frameworks, and operational know-how that most organizations cannot develop overnight. With their guidance, enterprises can move beyond pilots and proofs…
Softengi’s strength lies in industrial IoT, predictive analytics, and system design at scale. They listen first, prototype fast, and build resilient infrastructures that stand up to industry demands. Their security protocols are legendary,…
There are many. Over time, my work expanded from system-level engineering to large-scale enterprise architecture. Infrastructure strategy became my focus, especially at the intersection of cloud transformation, operational complexity, and financial governance. This…
The future of AI data access is unlikely to be purely one or the other. Most enterprises sit on a mountain of unstructured data (emails, PDFs, videos, chat logs, etc.) that won’t neatly…
Those organizations that adapt will excel. DevOps calls for transformation with culture and collaboration at the center. Automation, orchestration, and NoOps will not replace human-centered practices; rather, they will extend them, enabling teams…
Meaningful metrics in enterprise cloud products share three essential characteristics: business context, dimensionality, and actionability. When a major financial services company migrated its data analytics platform to the cloud, initial excitement quickly gave…
One primary factor in achieving true visibility and control of data in a cloud service is that customers should be able to request and know where their service and data physically resides (i.e….
What is Zero Trust? Identity-first access: All users and devices must authenticate with strong, adaptive methods such as MFA and SSO. Least privilege: Users and applications receive only the access needed to perform…
This shift is fundamentally reshaping the role of product managers and technical builders across industries. Product managers, traditionally confined to writing specifications and managing backlogs, can now directly build and test their ideas….
Key takeaways Cloud Migration and Cloud Exit are not opposing strategies – they are both part of the same Digital Transformation Lifecycle. Companies must explore each decision as context-dependent instead of trend-driven. Real-world…
Software now commands 40% of cybersecurity spending, exceeding hardware at 15.8%, outsourcing at 15% and surpassing personnel costs at 29% by 11 percentage points while organizations defend against gen AI attacks executing in…
Looking ahead, cloud resellers will evolve far beyond procurement. A few trends are already visible: And yet, cloud resellers not only continue to exist, but they are thriving as well. In fact, as…
