Posted on 1 Comment

Cloud Cost Management Part 3: Exploring Why Cloud Cost Vendors Sound Similar

We Look at Two Ways in Which Providers Message Similarly to One Another

In the first two blogs in our series on cloud cost management, Amalgam Insights dove into why cloud costs are hard to manage and the challenges that impede many organizations from implementing disciplined cloud cost management and optimization. Those installments set the stage for this post, which lays out the value of relying on third-party software and services for cloud cost and lifecycle management. From there, we begin to explore the similarities observed among vendors, so organizations may spend less time and energy identifying the best fit(s).

Wait — Why Use a Vendor at All?

Any technology calls for proper oversight to ensure its best use and to assure optimal financial stewardship for the organization. To meet this need, dozens of companies provision software, and/or professional and managed services. When it comes to cloud cost management and optimization, these third-party offerings intentionally replace in-house counterparts. Surprisingly, a number of global organizations still rely on internal staff and piecemeal technologies to oversee and monitor their cloud environments.

Given the rapidly growing amount of cloud computing consumption, and the cost overages that easily accompany that usage, a homegrown approach must evolve, and quickly. Organizations must gain financial and operational visibility into their cloud environments. That starts by implementing a cross-departmental practice Amalgam Insights frames as Technology Lifecycle Management.

Figure 1: Technology Lifecycle Management

A Cautionary Note

Newcomers to the world of cloud cost control often are surprised to learn that using a cloud cost management and optimization platform may not inherently save substantial amounts of money on an ongoing basis.

In many cases, that is not, in fact, the overarching point.

Rather, the software will give IT — and finance and engineering — the data and recommended actions to make sure all cloud environments are running at their most optimal, are in use, and that they serve the organization’s needs.

Think of the matter this way: managing cloud computing does not mean cutting spending to the bone. Rather, organizations thrive when they support employees with the correct infrastructure and applications. (And, yes, that can call for putting more money into the cloud budget as tech serves as a driver for revenue creation.)

Many enterprises experience significant savings after first deploying a cloud cost management and optimization platform. Ttransforming an uncontrolled or poorly controlled environment into an efficient one will naturally lead to that outcome at first based on the IT Rule of 30. But as optimization continues, those gains fade because the platform is keeping the cloud environment at its most efficient.

Contrary to how it might sound, watching those gains disappear over time by creating an optimized environment actually is the goal. The right vendor will enable the organization to achieve that aim.

With that in mind, we now explore the first two ways in which many cloud cost management vendors end up sounding the same. The next blog will present more similarities among these providers. Amalgam Insights takes this approach so enterprise buyers are empowered to make their vendor selection processes more efficient and productive.

Sifting Through the Benefits Statements

With a couple of exceptions, cloud cost management and optimization vendors tend to make the same benefits statements to potential customers. Yet, once enterprise buyers understand those similarities, they will be better equipped to pinpoint important differentiators. In fact, later in this series, Amalgam Insights will publish a number of vendor profiles. The intent is that, by the time those go live, organizations will have the knowledge to create a matrix that will help narrow down the ideal choice.

Similarity 1: Continuous Optimization

Cloud management platforms must support continuous optimization as cloud performance and transactional activity accelerate, and as companies become increasingly susceptible to peak usage and other cost challenges associated with the flexibility of cloud computing.

The greatest benefits of an always-on optimization effort that pulls billing information directly from the cloud provider are the prevention of overspending and the right-sizing of consumption.

Unless a vendor delivers professional services rather than an actual platform, enterprises have the right to expect the cloud management software to perform constant right-sizing actions on a daily basis, or even more frequently, leading to the best use of the cloud environment. This capability has become table-stakes within any technology management platform and a vendor that overemphasizes continuous optimization may be lacking in other important areas.

Similarity 2: Automation and Artificial Intelligence

Continuous optimization relies on some level of automation, which is vital in a cloud cost management and optimization platform. After all, reducing human intervention is key to achieving more accuracy and efficiency. Given the massive volume of cloud computing billing and usage data, it is not humanly possible to manually check all of the data that comprise a cloud bill — at least, not without automation and an algorithmic-checking approach.

Note this important caveat: Most vendors will refer to their automation as “artificial intelligence,” largely because of the sophistication and modernization the term calls to mind. However, most of the automation in question is actually algorithmic processing with some aspects of basic regression to identify correlation and trends. Amalgam Insights sees that the majority of “AI” in this particular market typically lacks the feedback mechanisms, model training, and ongoing data science required to be considered modern AI. This isn’t necessarily an issue, as cloud computing usage is often driven by discrete and specific business needs or by the developer team’s needs. But the obvious advice here is to always follow up on AI claims, as there is no current standard on what constitutes AI in this market.

Enterprises would do well to inquire about how each platform automates data, and how it learns from recommended and implemented actions. If the software just imports information and populates fields, that — while handy — is rudimentary and standard.

Consider, as well, that a cloud cost management and optimization platform should remove the need for excessive manual manipulation, both to reduce the potential for human error and to foster any intelligence that will help the software learn from actions.

In the next installment, get more insight into more similarities among cloud cost management and optimization vendors.

Need More Guidance Now?

Check out Amalgam Insights’ new Vendor SmartList report, Control Your Cloud: Selecting Cloud Cost Management in the Face of Recession, available for purchase. If you want to discuss your Cloud Cost Management challenges, please feel free to schedule time with us.

Posted on

September 2: From BI to AI (CelerData, Fidap, Nexla, Run:ai, StarTree, Teradata)

Funding and Finance

StarTree Raises $47M in Series B Funding

Realtime analytics platform StarTree announced a $47M Series B funding round this week. GGV Capital led the round, with participation from existing investors Bain Capital Ventures and CRV, and new investor Sapphire Ventures. StarTree will use the funding for product development and to grow its sales and marketing capabilities.

Updates and Launches

CelerData Incorporates From StarRocks 

Realtime analytics provider StarRocks announced that they had incorporated CelerData to lead StarRocks development, grow its dev community, and build commercial products based on StarRocks. Forthcoming releases include CelerData Enterprise as an on-prem deployment of StarRocks with added enterprise security features, and CelerData Cloud, a managed cloud service. 

Run:ai Reveals Hybrid Cloud AI Orchestration Capabilities for Atlas Platform 

AI compute orchestration provider Run:ai announced that their Atlas Platform now supports hybrid cloud and multi-cloud AI infrastructure. Atlas provides a centralized panel that abstracts connecting to cloud platforms’ Kubernetes infrastructure, simplifying the process of managing compute orchestration.

Teradata Debuts VantageCloud Lake

Teradata Updates ClearScape Analytics

Teradata made two major announcements this week. Cloud data lake VantageCloud Lake launched on AWS, marking Teradata’s first venture on its brand new cloud-native architecture. It’s intended to be a self-service counterpart to VantageCloud Enterprise, which is designed for a more traditional IT-managed environment. Teradata also announced updates to its analytics platform, ClearScape Analytics. New features include new time-series and machine learning in-database analytics capabilities, as well as an integrated and governed model management framework. VantageCloud Lake is available on AWS now, with availability on other major cloud networks in early 2023; ClearScape Analytics is available today.

Acquisitions and Partnerships

Data Engineering Automation Company Nexla Acquires Clean Data Provider Fidap  Nexla, a data engineering automation company, announced late last week that they would acquire Fidap, a provider of cleansed data. As a result of the acquisition, Nexla will provide ready-to-use datasets, both public and commercial.

Posted on 2 Comments

Cloud Cost Management Part 2: Organizations Are up Against Big Challenges in Cleaning Up Cloud Costs — COVID Cleanup, Skills Shortages

The first blog in this series on cloud management and optimization discussed why organizations must make the most of their cloud computing environments – especially as a recession appears likely.

Now, in this second  installment, Amalgam Insights analysts lay out the argument in favor of using third-party software, consultancies, and managed services to achieve optimal cloud management status.

We do so knowing that many executives, fearful of a global economic slowdown, might feel tempted to automatically resist the recommendation to bring on another vendor. Thus, we take a step back to paint a picture of the challenges organizations are up against, and share insight, based on collective years of experience, about why paying to manage the cloud environment will, when done right, deliver the greatest value.

Cloud Management and Optimization: It’s About Much More Than Saving Bucks

As a reminder, almost any cloud management and optimization activity can save costs, at least to some extent. That is, of course, useful to any business intent on conserving financial resources. However, more to the point is that cloud management and optimization should lead to more productive, efficient, and deliberate use of cloud computing. After all, cloud supports remote and hybrid workers, as well as strategic corporate initiatives. Therefore, it must deliver. Rarely (if ever, frankly) do organizations get the most out of their cloud environments by trying to monitor and manage cloud resources through spreadsheets or piecemeal efforts.

In other words, Amalgam Insights asserts that it usually makes sense to spend money on the well-chosen cloud management and optimization tools — tools that support revenue-generating initiatives, whether directly or indirectly. The adage, “Spend money to make money,” rings true here as companies seek to eliminate duplicate resources, select the right storage and compute options for data and workloads, and tweak environments so they perform at their best.

The third-party platforms to which we refer support cloud environments at scale. They remove dependence on ungovernable, internally created spreadsheets, on hastily created Git pages with inconsistent documentation standards, and on disparate notes.

Yet, before teaming with a cloud cost management and optimization software, or a professional or managed services provider, it is vital to understand the challenges all organizations share, as well as those that are more specialized, which may require a more custom approach. After considering all the guidance in Amalgam Insights’ 2022 report, Control Your Cloud: Selecting Cloud Cost Management in the Face of Recession, IT, finance, and data leaders should find themselves well-equipped to identify and choose among the options. (Any enterprise executives in search of independent assistance are invited to arrange a consultation with Amalgam Insights analysts. )

The Enterprise Challenges Addressed By Cloud Management and Optimization

Regardless of size, organizations relying on cloud computing face a variety of challenges, especially in the wake of COVID-19-fueled rollouts. Recall that the pandemic in early 2020 forced most businesses worldwide to increase adoption of cloud computing — whether infrastructure, platform, and/or applications — so they could remain operational amid lockdowns and economic upheaval.

The sudden flurry of deployments often was messy; IT personnel quickly spliced together cloud solutions to keep employees connected so they could work remotely. In most cases, there was little or no time to think about how many cloud environments were running.

Then, as enterprises shifted from full-on crisis to figuring out the New Normal of worker expectations, organizations generally did not pause to assess the state of their cloud environments. This typically came down to a lack of awareness or internal skills.

At the same time, the pandemic created a staff and skills shortage that continues into 2022 and will extend beyond 2023. As an example, a recent Korn Ferry study indicates that, by 2030, the world will experience a human talent shortage of more than 85 million people. The staffing challenge is real. When it comes to evaluating and managing cloud environments, there are simply fewer IT experts available to conduct this work for their employers.

Despite the skills shortage, finance executives have grown more aware of looking into and trying to track cloud computing expenses. Still, this presents another hangup for enterprises that do not manage their cloud estates. The finance department lacks the granularity of data that will deliver the reports and insights needed. These leaders need the information that supports asking the right questions of the IT department about cloud computing outlay — and that helps them allocate charges among business units. Simply put, most organizations do not have usable visibility into their cloud environments.

Assessing Cloud Governance, Security, and Provisioning

Alongside the previous challenge lie two more — an absence of governance and security. Organizations that do not properly manage their cloud computing environments risk running afoul of their own policies, not to mention possibly those of various governments. Many organizations also are enacting environmental and sustainability initiatives. A number of cloud cost management and optimization platforms now support those efforts; spreadsheets cannot.

In addition, speaking to security, cyber threats gain even more traction within unmanaged cloud environments. While responsible cloud stewardship does not guarantee insulation against hacks, an absence of said stewardship almost certainly guarantees a breach.

Finally, many organizations are operating in over-provisioned cloud environments due to a variety of situations — say, employee demands for certain applications, an enterprise’s regional or global footprint, and idle resources.

All of the factors combined make for a perfect storm where the organization overpays even as it jeopardizes governance, security, and budget.

To sum up, enterprises are up against the following cloud computing challenges (see Figure 1):

Figure 1: Key Challenges for Managing Cloud Computing

Yet organizations can — and, Amalgam Insights contends, must — take steps to overcome these circumstances. And with global recession fears mounting, the impetus to do so comes as more pressing than ever.

In the third blog in this series, Amalgam Insights will go deep into the value organizations stand to gain by partnering with a proven cloud management and optimization provider.

Need More Guidance Now?

Check out Amalgam Insights’ new Vendor SmartList report, Control Your Cloud: Selecting Cloud Cost Management in the Face of Recession, available for instant download.