Legacy and outdated technology

Is your legacy technology slowing product development, increasing maintenance costs, and making it harder to integrate new technologies and adopt AI? 

We can help. 

Is legacy technology limiting your advertising business’s growth? 

Modernise your technology to reduce technical debt, accelerate product development, simplify integrations, improve scalability, and create the technical foundation needed to adopt AI.

arrow_circle_right LEGACY AND OUTDATED TECHNOLOGY EXPLAINED

When does advertising technology become outdated?

Technology doesn’t become outdated simply because it’s old. It becomes a problem when its architecture, infrastructure, dependencies, or technical debt start limiting what your business can do.

In advertising technology, that might mean platforms that are:

  • Difficult and expensive to maintain
  • Slow or risky to change
  • Built on outdated frameworks and dependencies
  • Difficult to integrate with modern tools and APIs
  • Unable to scale efficiently with growing workloads
  • Missing modern security and observability capabilities
  • Difficult to connect to modern data and AI technologies

At this point, maintaining the existing technology can require more effort while delivering less flexibility for future development.

arrow_circle_right SYMPTOMS

How do you know if your technology needs modernising?

If your technology has become outdated or accumulated too much technical debt, then you’ll likely be experiencing one or more of the following: 

New features take too long to build

Changes that should be straightforward require engineers to understand dependencies, work around legacy code, and make modifications across multiple parts of the platform.

Integrations are increasingly difficult

Connecting modern platforms, APIs, data sources, and tools requires custom workarounds because your existing architecture wasn’t designed to support them.

Maintenance consumes too much engineering capacity

Your developers spend increasing amounts of time fixing bugs, maintaining legacy components, and resolving technical debt instead of developing new capabilities.

Changes create unexpected problems

Tightly coupled components, limited automated testing, and accumulated technical debt mean updates in one area can cause failures elsewhere in the platform.

Your technology is becoming harder to scale

Legacy architecture and infrastructure make it difficult or expensive to support increasing traffic, data volumes, transactions, or advertising workloads.

Implementing AI is proving difficult

Your existing architecture, data access, integrations, and infrastructure make it difficult to connect AI models and agents or introduce AI-powered capabilities.

Experiencing any of the problems above?

Get in contact with our team and find out how we can help you with your legacy and outdated tech problems.

arrow_circle_right THE CAUSES

How does advertising technology become outdated?

Legacy technology and technical debt rarely result from one bad technology decision. 

They usually accumulate gradually as platforms evolve, requirements change, new features and integrations are added, and short-term development priorities take precedence over modernisation.

Years of continuous development

Platforms accumulate features, dependencies, integrations, and workarounds over time, making the original architecture increasingly complex and difficult to change.

Short-term fixes accumulate

Pressure to deliver features quickly can lead teams to implement temporary solutions that remain in the platform and gradually increase technical debt.

Technology and dependencies become outdated

Frameworks, libraries, databases, infrastructure, and other dependencies age, lose support, or become incompatible with modern technologies.

Business requirements outgrow the original architecture

Platforms designed for a particular product, scale, or use case can struggle when required to support new channels, customers, workflows, data volumes, or business models. 

Modernisation keeps getting postponed

Product development and customer requirements take priority over technical improvements, allowing maintenance work and technical debt to accumulate over time.

arrow_circle_right THE BUSINESS IMPACT

How legacy technology impacts your business

Legacy technology and accumulated technical debt can increase development costs, slow innovation, reduce scalability, and make it harder for your business to respond to changing customer and technology requirements.

Slower product development

Engineers spend more time understanding legacy code, managing dependencies, and working around technical limitations, increasing the time required to launch new features and products.

Higher maintenance costs

More engineering capacity is needed to fix bugs, maintain outdated components, manage infrastructure, and keep existing technology operational. 

Reduced ability to innovate

Technical limitations make it harder to experiment with new ideas, introduce new capabilities, and respond quickly to changing customer and market requirements.

Higher reliability and security risk

Outdated dependencies, fragile components, limited testing, and unsupported technologies can increase the likelihood of failures and security vulnerabilities. 

Scalability becomes more expensive

Legacy architecture can require additional infrastructure and engineering effort to support increasing traffic, data volumes, transactions, and advertising workloads. 

AI adoption becomes harder

Outdated architecture, fragmented data access, and limited integration capabilities make it more difficult and expensive to introduce AI models, agents, and AI-powered features.

arrow_circle_right SOLUTIONS TO THE PROBLEM

How we can help you modernise your advertising technology

01. Audit

Understand your existing technology, identify technical debt, and determine what needs to change. 

We can assess your: 

  • Architecture and codebase
  • Infrastructure and scalability 
  • Frameworks and dependencies 
  • Integrations and APIs
  • Data architecture
  • Security and reliability 
    AI readiness

              Output: A current-state assessment and prioritised modernisation roadmap. 

              02. Modernise

              Improve the parts of your existing technology that are limiting development and growth. 

              We can: 

              • Refactor legacy code
              • Upgrade frameworks and dependencies
              • Modernise architecture
              • Improve APIs and integrations
              • Migrate infrastructure and workloads
              • Reduce technical debt
              • Replace outdated components

                          Output: A modernised technology foundation that is easier to maintain and evolve. 

                          2 Spyrosoft employees in front of a computer

                          03. Rebuild and migrate

                          Replace technology that can no longer be effectively modernised. 

                          Where necessary, we can: 

                          • Redesign platform architecture
                          • Rebuild legacy components and platforms
                          • Migrate data and workloads
                          • Recreate critical functionality
                          • Integrate existing and new systems
                          • Plan phased migrations
                          • Decommission legacy technology

                                      Output: Modern technology that replaces the parts of your legacy platform that are no longer fit for purpose. 

                                      04. Optimise and evolve

                                      Continuously improve your technology as your business and technical requirements change. 

                                      We can help you: 

                                      • Improve performance and scalability 
                                      • Strengthen reliability and security
                                      • Add new features and integrations 
                                      • Improve monitoring and observability
                                      • Optimise infrastructure costs
                                      • Introduce new data and AI capabilities
                                      • Prevent technical debt from accumulating again

                                      Output: A scalable, maintainable technology platform that can evolve with your business. 

                                      A Spyrosoft AdTech employee sitting in front of a computer.

                                      arrow_circle_right EXPECTED OUTCOMES

                                      What outcomes can you expect from modernising your advertising technology?

                                      Modernising your technology can reduce technical debt, improve development efficiency, and create a more flexible foundation for new features, integrations, growth, and AI adoption.

                                      Business outcomes

                                      Faster product development 

                                      Lower maintenance costs 

                                      Faster time to market 

                                      Greater ability to innovate 

                                      More engineering capacity 

                                      Reduced operational risk 

                                      Faster AI adoption

                                      Technical outcomes

                                      Reduced technical debt 

                                      Modern architecture 

                                      Improved scalability 

                                      Greater reliability 

                                      Improved security 

                                      Easier integrations 

                                      AI-ready technology

                                      arrow_circle_rightContact us

                                      Need help with your legacy and outdated tech?

                                      Get in contact with our team and find out how we can help you.

                                      Radoslaw Kostecki--Spyrosoft AdTech--headshot

                                      Radosław Kostecki

                                      Business Unit Director