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StAIble's AIOps Radar Part 3: First Platforms
In this blog, we'll focus on logging solutions and metrics & observability solutions.
stAIble: Powering Your Innovation with AIOps
Allow us to introduce ourselves! We are stAIble, a unique joint venture between FlowFactor, Monin, and .Archie, specialising in AIOps (Artificial Intelligence for IT Operations).
Within our respective domains (DevOps, databases and monitoring), we’ve noticed that companies run into the same problem: operational bottlenecks. We realised that AIOps could help alleviate those issues, so we decided to join forces with one central idea: more automation and less operation lead to innovation.
In this blog post, we will shed some light on the challenges that AIOps addresses, articulate our vision for AIOps, and explain how we bring this vision to life through our comprehensive three-phase approach. Whether you are a CIO, CTO, CEO, DevOps Engineer, or a DBA, we invite you to explore the world of AIOps and discover how it can revolutionise your organisation's operational efficiency. Let's delve into the realm of AIOps and unlock its transformative potential together.
In the ever-evolving digital landscape, organisations face an overwhelming challenge: the relentless growth in data and the demand for faster, more robust systems. However, the sheer volume and complexity of data make it virtually impossible for humans to traverse and extract meaningful insights. Buried within mountains of log files lies the solution to your operational bottlenecks – the key to unlocking optimal performance and efficiency.
For example, consider the challenges of rolling out updates, ensuring system scalability, and meeting stringent SLAs (Service Level Agreements), such as 99.9% uptime and beyond. Having a human element as a bottleneck in these essential requirements can significantly impact your business, leading to fines and damaging your reputation. This compels organisations to embrace automation as an essential means of ensuring operational excellence and mitigating risks.
Recognising the pressing need to address these operational complexities, Gartner introduced the concept of AIOps – a fusion of big data and machine learning that automates various IT operations processes. This encompasses event correlation, anomaly detection, and causality determination. By leveraging AIOps, organisations gain the ability to proactively identify and resolve issues while enhancing capacity planning through accurate predictions. The ultimate goal is to seamlessly integrate automation systems with critical business processes.
While Gartner primarily focuses on the technological aspects of AIOps, our vision at stAIble extends beyond these boundaries. In the following section, we will explain our how we try to see the bigger picture.
While Gartner presents AIOps as a highly advanced concept, we firmly believe that it is applicable to organisations of all sizes. Our vision of AIOps extends beyond the confines of large US enterprises—it encompasses both medium-sized and large companies worldwide. For us, AIOps is an umbrella term encompassing a collection of solutions with a shared purpose, particularly relevant for companies grappling with operational challenges within the IT realm. AIOps comes in various forms, tailored to meet diverse needs. It's not just about sophisticated AI and ML applications; it also includes simple yet impactful automations.
Contrary to Gartner's perspective, our vision encompasses more than just technology. We embrace a holistic view of AIOps: people, process, and technology. The process aspect involves applying automation selectively to systems that truly require it. It also entails a shift in mindset on the operations side, where the recognition of the value of data becomes paramount. Many logs and metrics often go unprocessed due to time constraints. With AIOps tools, organisations can analyse all of their data, and truly unlock its potential.
That’s why implementing AIOps requires a careful consideration of processes and, most importantly, the needs and the challenges of the people involved. If it is done right, we firmly believe that AIOps holds immense benefits for businesses beyond operational enhancements. It fosters better collaboration between operations and the wider business landscape, enabling conversations about their aspirations, desires, and larger-scale projects. With AIOps reducing or eliminating the time they have to spend on day-to-day tasks, operations can focus on activities that deliver significant additional value, such as implementing enhanced security monitoring measures.
One common misconception about AIOps is that it solely consists of highly advanced solutions. In reality, AIOps is a rapidly evolving and relatively new approach to solving operational bottlenecks. For most organisations, AIOps will initially consist of numerous small, simple solutions. That's why we approach AIOps in a step-by-step manner, avoiding a grand, one-size-fits-all approach. We understand that each company has unique requirements and capabilities.
To ensure a successful AIOps implementation, we have devised a three-phase solution: validation, navigation, and implementation. In the validation phase, we aim to determine if and where AIOps can benefit your organisation. Our ideation workshop plays a crucial role in this process, helping us assess whether AIOps is the right solution for you and identifying specific areas where it can bring significant value.
Moving into the navigation phase, we provide personalised coaching and guidance tailored to your organisation's needs. Our team works closely with you to optimise the utilisation of AIOps solutions, ensuring that you extract the maximum value from the technology. This phase involves exploring various use cases, defining key performance indicators, and establishing a roadmap for successful AIOps implementation.
Finally, in the implementation phase, we craft a bespoke adoption strategy to facilitate a smooth and effective integration of AIOps within your organisation. This involves careful planning, comprehensive training, and diligent execution, all aimed at driving tangible results. Our approach emphasises collaboration and knowledge transfer, empowering your team to leverage AIOps tools and methodologies effectively.
At stAIble, we recognise that AIOps is not a one-time solution, but a journey that evolves alongside your organisation's needs. By partnering with us, you gain access to our expertise and experience in navigating the complexities of AIOps implementation. Together, we pave the way for operational excellence, improved efficiency, and transformative growth.
Are you ready to embark on your AIOps journey with us? Contact us today to explore the possibilities and unlock the full potential of AIOps in your organisation.
