Untangling the legacy and modern system conundrum

Digital Transformation
Image Credit: Shutterstock (Image credit: Image Credit: Wichy / Shutterstock)

One of the most common challenges we hear is that organizations believe connecting their legacy and modern systems is nearly impossible. Well, that’s not true.

Legacy systems, often seen as outdated and deeply embedded, contrast sharply with modern systems designed for flexibility, scalability, and innovation. Despite these differing perceptions, both legacy and modern systems remain crucial in today’s business environment. The real challenge? Bridging the gap between the two, enabling seamless integration and unlocking the full potential of each.

Henry Ayres

Head of Engineering Practice at Daemon.

Challenges with legacy technology

Legacy systems can seem like the dinosaurs of the tech world: powerful but not agile. While they were once the backbone of an organization's IT, some companies now lean towards modernized approaches. However, overhauling infrastructure entirely may not always be feasible due to the costs and time involved. Integrating the modern with the legacy is challenging but achievable with the right approach.

Legacy systems are rarely straightforward. What may appear as a simple interface can hide multiple layers of interconnected components. Over time, various fixes can add complexity, making integration daunting. Understanding and addressing each layer is essential for successful integration.

The democratization of artificial intelligence (A)I has also led to many organizations rush to implement it into their operations. The evolution in AI and machine learning (ML) models presents a unique challenge when integrating these technologies with legacy systems. Outdated architectures can make this integration difficult, but it’s a necessary step for businesses looking to leverage AI's full potential.

Moreover, systems just a few years old can feel outdated. Integrating them with modern cloud architecture is essential for future-proofing operations. To do this successfully, your businesses must develop robust cloud strategies that facilitate smooth integration while safeguarding data, enabling legacy systems to interface effectively with the cloud.

Reengineering complex integration challenges

At the core of successful integration lies a deep understanding of both legacy and modern systems, and how they can be engineered to work together seamlessly.

The integration process begins with thoroughly analyzing your system architecture to identify the root of the problem. This is followed by discovery workshops to uncover integration challenges and pinpoint the specific business processes that need addressing. Collaboration is key during this phase; working closely with your team ensures that all stakeholders are aligned, and the integration solution is tailored to your unique needs.

Next, develop a business process map, which serves as a blueprint for how data and processes flow through the system. A proof of concept should then be developed to test the integration on a smaller scale, identifying any issues before full implementation.

Integration is not a one-time event but an ongoing process. Once the systems are integrated, continually monitor performance, gather feedback, and make necessary adjustments. This continuous improvement cycle ensures that the integrated system remains efficient, reliable, and adaptable to future changes.

Taking the retail industry as an example, with its fast-paced environment and complex technology stacks, it’s a prime example of how legacy and modern systems can be successfully integrated to enhance operations. Retailers often face the challenge of managing vast amounts of data across multiple touchpoints, from order management to payment processing. Integrating legacy systems with modern technology is essential for streamlining these operations and staying competitive in the market.

Pitfalls to avoid when integrating legacy and new systems

Don’t underestimate the complexity – Legacy systems often involve multiple layers of code, outdated programming languages, and undocumented dependencies. Assuming integration will be straightforward can lead to costly delays and project failures. Conducting a thorough assessment of the system architecture and anticipating potential challenges early on is crucial.

Inadequate testing –Rushing through this phase can result in significant issues down the line. Rigorous testing in a controlled environment ensures that any potential problems are identified and addressed before they impact live operations.

Poor data quality – Legacy systems house vast amounts of data, but the quality of that data can vary significantly. Poor data quality can severely impact the success of integration efforts, leading to inaccurate outputs and inefficient processes. Addressing data quality issues through cleansing and validation before integration is vital to ensure that the new system operates smoothly and effectively.

Organization resistance – Balancing legacy and the modern is as much about the people in your business as it is about the tech stack. Employees who are accustomed to legacy systems may be reluctant to adopt new technologies, fearing that it will disrupt their workflow or require extensive retraining. Engaging stakeholders early, providing adequate training, and clearly communicating the benefits of the integration can help mitigate this resistance and ensure a smoother transition.

We've featured the best IT management tool.

This article was produced as part of TechRadarPro's Expert Insights channel where we feature the best and brightest minds in the technology industry today. The views expressed here are those of the author and are not necessarily those of TechRadarPro or Future plc. If you are interested in contributing find out more here: https://www.techradar.com/news/submit-your-story-to-techradar-pro

Henry Ayres is Head of Engineering Practice at Daemon.

You must confirm your public display name before commenting

Please logout and then login again, you will then be prompted to enter your display name.

Read more
A sad woman looks at her MacBook while rubbing her temples in frustration
Stuck in the app trap? Why more software isn’t the answer to business growth
Digital clouds against a blue background.
How to optimize business data for the hybrid cloud
Collaboration in an office.
Trends driving IT decision-makers in 2025
Person using a laptop.
The hidden costs of your on-premise software
Image of someone clicking a cloud icon.
Unlocking business transformation: the power of marketing data and technology
Half man, half AI.
Capitalizing on AIOps: streamlining and enhancing business performance
Latest in Pro
cybersecurity
What's the right type of web hosting for me?
Security padlock and circuit board to protect data
Trust in digital services around the world sees a massive drop as security worries continue
Hacker silhouette working on a laptop with North Korean flag on the background
North Korea unveils new military unit targeting AI attacks
An image of network security icons for a network encircling a digital blue earth.
US government warns agencies to make sure their backups are safe from NAKIVO security issue
Laptop computer displaying logo of WordPress, a free and open-source content management system (CMS)
This top WordPress plugin could be hiding a worrying security flaw, so be on your guard
construction
Building in the digital age: why construction’s future depends on scaling jobsite intelligence
Latest in News
Apple iPhone 16 Review
The latest iPhone 18 leak hints at a major chipset upgrade for all four models
Quordle on a smartphone held in a hand
Quordle hints and answers for Sunday, March 23 (game #1154)
NYT Strands homescreen on a mobile phone screen, on a light blue background
NYT Strands hints and answers for Sunday, March 23 (game #385)
NYT Connections homescreen on a phone, on a purple background
NYT Connections hints and answers for Sunday, March 23 (game #651)
Google Pixel 9 Pro Fold main display opened
Apple is rumored to be prioritizing battery life on the foldable iPhone – which could also feature a liquid metal hinge for added durability
Google Pixel 9
The Google Pixel 10 just showed up in Android code – and may come with a useful speed boost