Designing a profitable modernization strategy for AI readiness


This weblog will stroll you thru easy methods to design a modernization strategy that unites technique, processes, and expertise.

In our final weblog, I outlined what modernization actually means and why it issues. This weblog will stroll you thru easy methods to design a modernization strategy that unites technique, processes, and expertise. Getting these parts proper will assist place your group to efficiently undertake new improvements like AI. I’ll begin by overlaying just a few widespread challenges to modernization, after which, I’ll use the Forrester Utility Modernization Guidelines to indicate how a holistic modernization strategy will help handle them. 

However earlier than we dive in, let’s recap what we’ve discovered to date: modernization means updating and bettering belongings throughout all enterprise areas so that they work nicely with evolving software program and the cloud. Profitable modernization goes past tech upgrades or cloud migration—it’s a holistic strategy to modernizing folks, processes, and skillsets. 

The result’s expertise that’s extra aligned to significant outcomes, particularly in the case of AI. AI is price serious about as catalyst and accelerator of modernization. Actually, 61% of enterprise leaders say their group plans to speculate most in generative AI as they put together for the following evolution of generative AI-infused apps1

Organizational and technical boundaries complicate modernizing for AI readiness 

Although modernizing is crucial, it’s additionally difficult. On the technical facet, companies might depend upon sprawling legacy app estates. An IDC survey discovered that a median 50% of a corporation’s software property is legacy, which frequently ends in fragile interdependencies and bottlenecks2. That is solely exacerbated when new applied sciences are added into the combo that improve the complexity of knowledge expertise (IT) environments. 

On the operations facet, issues are simply as irritating. Many corporations wrestle with guide processes and safety issues that decelerate modernization, made worse by a relentless scarcity of expert IT professionals3. Then there’s the query of management buy-in; as a result of modernization might be expensive, it’s difficult to justify it to key resolution makers. 

“It’s a multi-million-dollar train for banks to modernize their core. And for giant banks, it may even be a whole lot of tens of millions of {dollars} and a multi-year effort. So, a number of banks are hesitant to go on that modernization journey to the cloud and even to a more moderen core.”

Jeroen Unger, Director of World Alliances, Backbase

Failing to handle these challenges can have critical penalties like elevated danger, platform-wide setbacks, and skyrocketing working bills. Companies might discover themselves locked right into a long-term sport of catch-up that reduces agility and prevents innovation. 

Guidelines: Constructing a holistic modernization strategy 

Taking a holistic modernization strategy is vital. As we lined in our final weblog, companies that efficiently modernize their operations accomplish that by uniting their group from the highest flooring to the frontline4. However what precisely does that seem like? Let’s stroll via the three vital focus areas beneficial by the Forrester Utility Modernization Guidelines: technique, processes, and expertise. 

1. Implement a transparent expertise technique (particularly round AI and coaching) 

The place to start out: 

  • Guarantee you’ve buy-in from management. 
  • Embrace a mixture of broad and targeted approaches to AI and generative AI.  
  • Make sure that all organizational items and expertise stacks are well-aligned. 

Any modernization effort must be justifiable to your management crew. Be certain your technique is clearly aligned to tangible enterprise aims, since management usually focuses on outcomes that instantly impression efficiency. If app safety is certainly one of your priorities, for instance, join this aim to cloud’s potential for price and publicity discount via built-in, superior safety features and compliance instruments.  

It’s additionally essential that your technique consists of an strategy to AI. Since AI is comparatively new, pay shut consideration to rising use instances that trace at its potential impression. From accelerating software program growth lifecycle, quicker anomaly discovery, and clever code completion, AI also can pace up course of documentation by mechanically producing studies, creating content material, or driving personalization on a deeper stage or extra clever enterprise processes. This wasn’t misplaced on main Australian grocery store model Coles, which acquired on board shortly after realizing AI might be used to foretell what merchandise should be at what retailer at what time.

Our whole provide chain is being pushed via a machine studying engine. So, it’s giving perception at an excellent localized stage. We’re additionally utilizing it to make sure that we’re scheduling our crew members based mostly on buyer demand and ensuring we preserve the cabinets stocked appropriately.”

John Cox, Chief Expertise Officer, Coles 

A transparent technique additionally means constructing a roadmap for implementing, measuring, and monitoring modernization and AI initiatives over time. Understand that outcomes for the primary few months alone might not paint an entire image of success—advantages like upkeep, monitoring, and administration price discount might present up later. As a substitute, assume creatively about measurement, particularly by way of what issues in your trade. You may use cross-team metrics or behavioral adjustments to guage how groups are adopting new instruments. Or, should you’re in retail, possibly you’d observe how lengthy it takes for purchasers to maneuver from procuring to buying. 

Lastly, don’t neglect to contain your workforce. Any holistic modernization technique ought to embody a plan for upskilling workers throughout all departments to make sure widespread adoption of recent instruments and applied sciences.  

2. Undertake trendy operational and expertise processes 

 What to do first: 

  • Map operational processes on to modernization actions.  
  • View cloud migration as a way, not an finish, to realizing AI worth.  
  • Undertake trendy operational approaches and observe the outcomes of this shift.  

Subsequent, check out your processes. Whether or not that’s your governance or app growth workflows, they need to map on to your modernization actions. If you happen to’re seeking to modernize your legacy purposes, for instance, take into consideration how new tech just like the cloud may issue into your growth course of. This step is vital to get proper—many companies report their greatest obstacles to modernization are organizational and political in nature. It’s additionally particularly vital to develop plans for infusing AI particularly into your current workflows, like European PayTech firm Nexi did.  

“With the standardization and momentum that comes with the [Microsoft] Azure transition, we targeted on automating extra processes and taking one other leap ahead.”

Lars Einar Harberg, IT Director eCommerce Funds, Nexi Group 

Don’t neglect to make use of metrics to trace your course of updates, too. Modernization outcomes are measurable once they’re tracked in opposition to cross-business unit, cross-team (e.g. gross sales, advertising, and product) KPIs (key efficiency indicators) and OKRs (aims and key outcomes). Suppose you wish to measure operational effectivity, time-to-solution worth, high quality, and depth of observability and manageability. You might want to ensure that the best way you measure isn’t solely significant to at least one set of stakeholders.  

3. Replace expertise stacks supported by strategic partnerships 

What to do first: 

  • Restrict expertise sprawl and improve tech stacks.   
  • Set up your strategy to safety early on.  
  • Search out strategic companions. 

The final cease on our guidelines is the apparent one: expertise. Your modernization technique should embody a plan to combine your expertise stacks with assist from strategic companions. Built-in expertise stacks are units of software program, platforms, and instruments that work collectively to keep away from silos and level options that create inefficiencies. They will help companies generate higher knowledge, unlock richer insights, and successfully incorporate AI.  

However as a result of these stacks add complexity on the backend, guarantee your efforts are guided by trusted advisors. Nexi realized this early on and developed a strategic partnership with Microsoft, which offered complete assets and assist.  

“We labored intently with Microsoft inside architects to double-check on architectural selections. Microsoft helped us transition from a pure growth mindset to a DevOps mindset, embracing ‘you-built-it, you-run-it’ as a elementary philosophy.”

Jens Barnow, Senior Vice President, Group Expertise, Nexi Group 

Your plan must also embody a technique for addressing safety issues early—ready till issues come up can decelerate modernization at greatest and compromise safety at worst.  

Begin your modernization journey right this moment and lead your corporation into the longer term 

When modernization is finished proper, the outcomes might be transformative. We’ll check out the particular advantages in our subsequent weblog, however many organizations report outcomes starting from elevated effectivity to improved technical capabilities. And naturally, many turned AI-ready. In response to one Forrester examine, 75% of respondents agreed that migrating to the cloud was important to AI and machine studying adoption5

So, are you prepared to start modernizing your corporation? Begin by studying the first weblog in our sequence on the fundamentals of modernization and take a look at the Forrester Consulting Utility Modernization Guidelines that Microsoft commissioned. Don’t neglect to remain tuned for our subsequent weblog and discover the next assets:  


Sources:

1,3,4. Forrester Modernization Research | Microsoft Azure

2. IDC App Migration White Paper | Microsoft Azure

5. The Whole Financial Impression™ Of Migrating Microsoft Azure For AI-Readiness



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