Optimise Your Use of Data Lakes and Data Warehouses 

Optimise Your Use of Data Lakes and Data Warehouses 

Optimise Your Use of Data Lakes and Data Warehouses


Managing vast amounts of information efficiently is crucial.  

Optimising your data lake or data warehouse can lead to significant improvements in performance and cost savings.  

But beyond these benefits, there is a growing need for corporate social responsibility (CSR) in IT operations. This means adopting practices that not only enhance efficiency but also reduce environmental impact.  

This blog post explores how you can optimise your data solutions with CSR in mind, ensuring energy-efficient and sustainable data management. 

Importance of Corporate Social Responsibility in Data Solutions

Corporate social responsibility in data management involves adopting practices that reduce environmental impact and promote sustainability.  

As businesses grow increasingly reliant on data, the energy consumption of data centers and storage solutions has become a significant concern. By integrating CSR principles into your data management strategy, you not only contribute to environmental preservation but also improve your company’s reputation and operational efficiency.  

Sustainable practices can lead to cost savings, enhance regulatory compliance, and build trust with stakeholders.  

Strategies for Energy-Efficient Data Management

Reducing Energy Consumption in Data Storage

Energy consumption in data storage can be minimised through various methods.  

Virtualisation helps consolidate workloads, reducing the need for physical servers and thus cutting down on energy usage.  

Implementing cooling system optimisation and advanced power management techniques further enhances energy efficiency.  

When purchasing hardware, consider the power consumption relative to performance. 

Opt for solid-state storage, which is not only faster but also more energy-efficient compared to traditional hard drives.  

Reducing network latency by strategically placing data closer to computer resources can also lower energy costs and improve processing speed. 

Optimising Data Processing Practices

Data processing is a major contributor to energy consumption in IT operations. Adopting efficient processing practices can significantly reduce this impact. 

Regularly review and refine your data processing workflows to eliminate unnecessary steps and optimise performance.  

Implementing best practices such as data compression, deduplication, and efficient indexing can reduce the volume of data processed and stored, leading to energy savings.  

Additionally, training your IT team to follow energy-efficient guidelines can help ensure that sustainability is a core aspect of data management strategy.  

Choosing Green Cloud Services

Cloud services offer a scalable solution for data storage and processing, but they also consume significant energy.  

When selecting a cloud provider, consider their commitment to green energy and sustainability. Look for providers that utilise renewable energy sources and have robust environmental policies. Assess their data centre efficiency metrics, such as Power Usage Effectiveness (PUE), to ensure they operate in an energy-efficient manner.  

Choosing a green cloud service not only reduces your company’s carbon footprint but also supports the broader transition to sustainable energy practices in the tech industry.  

 

Best Practices for Minimising Data Duplication

Data duplication is a common issue that leads to increased storage requirements and energy consumption.  

Implementing best practices to minimise data duplication can enhance efficiency and sustainability.  

Conduct regular audits to identify and eliminate redundant data.  

Utilise data deduplication technologies that automatically detect and remove duplicates across your storage systems.  

Additionally, consider adopting snapshot management techniques that reduce the need for full data backups, thereby saving storage space and energy.  

By streamlining your data storage, you can achieve significant energy and cost savings.  

Conclusion

Optimising your data lake or data warehouse with a focus on corporate social responsibility is not only beneficial for the environment but also for your business. 

By reducing energy consumption, implementing sustainable practices, and choosing green cloud services, you can enhance the efficiency and sustainability of your data management operations.  

These strategies contribute to cost savings, improved performance, and a positive corporate image.  

Embrace these practices to ensure your data solutions are both efficient and environmentally responsible.

 

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Why Are Legacy Systems Still in Use?

Why Are Legacy Systems Still in Use?

Why Are Legacy Systems Still in Use?  


The persistence of legacy systems in many organisations is very puzzling to see.  

These outdated computer systems, software, or applications continue to operate within numerous businesses despite the availability of alternatives.  

So, why are legacy systems still in use?  

Let’s explore the reasons why companies hold onto these systems and why they don’t simply replace them with newer technologies. 

Historical Context of Legacy Systems

Legacy systems were adopted during times when computing was first revolutionising business operations.

These systems were cutting-edge at their inception, designed to handle tasks that were crucial for business processes. Over time, they’ve become deeply embedded within the operational framework of organisations.  

One of the remarkable traits of early computer systems was their durability. Built to last, many legacy systems have outlived the expected lifespan of modern technologies. Their longevity has resulted in a sense of reliability that organisations are hesitant to abandon. 

The Core Reasons Why Companies Still Use Legacy Systems

High Costs of New System Implementation

Replacing a legacy system is not a trivial financial endeavour. The costs associated with acquiring new hardware, software, and training staff to use these new systems can be astronomical.  

For many companies, the return on investment isn’t immediately clear, making them cautious about embarking on such an expensive modernisation journey.

Maintenance vs. Replacing Costs 

Maintaining an existing system, while not cheap, often presents a more predictable expense than the unknown costs of implementing a new one.  

“If it ain’t broke, don’t fix it” frequently guides the decision to stick with legacy systems 

Reliability and Stability 

Legacy systems have stood the test of time, proving their reliability and stability. They’ve been integrated, tested, and refined over years of use, providing a level of confidence that newer systems might not yet offer.  

In industries where downtime or errors can have significant repercussions – like healthcare or financial services – companies are particularly risk-averse. They prefer to rely on tried-and-true systems rather than gamble on new technology that might introduce new vulnerabilities. 

Integration with Existing Infrastructure 

Legacy systems are often deeply intertwined with a company’s existing infrastructure. Introducing new systems can create compatibility issues, leading to disruptions in business operations. 

Many legacy systems have been customized to meet specific business needs over the years. Replacing them means not only finding new solutions but also ensuring that these solutions can be tailored to match the intricate requirements of the business. 

Challenges of Replacing Legacy Systems 

Legacy systems come with a substantial amount of technical debt—an accumulation of outdated code and technology that complicates any replacement efforts. The complexity of these systems makes it challenging to develop a comprehensive migration plan. 

Moving data from an old system to a new one is fraught with risks. There’s always the potential for data loss, corruption, or breaches during the migration process, which can have devastating consequences for a business. 

Downtime and Business Disruption

Implementing new systems often requires significant downtime. For many businesses, especially those that operate around the clock, any downtime can translate into lost revenue and customer dissatisfaction.  

Drawbacks of Legacy Systems

Security Vulnerabilities 

One of the biggest downsides of legacy systems is their vulnerability to modern security threats. Older systems might not receive regular updates, leaving them exposed to potential breaches. 

Inflexibility and Lack of Modern Features 

Legacy systems often lack the flexibility and modern features that new systems offer. This can limit a company’s ability to innovate and adapt to changing market conditions. 

Maintenance Challenges 

Maintaining a legacy system can be challenging. Finding parts and skilled technicians to service these old systems is becoming increasingly difficult and expensive. 

Find out more drawbacks in this blog post.

The Future of Legacy Systems 

Predictions and Trends 

While legacy systems will eventually be phased out, the transition will likely be slow and gradual. Companies will continue to use these systems if they provide value and reliability. 

The Inevitable Move Towards Modernisation 

Despite their current prevalence, the move towards modernisation is inevitable.  

Companies must plan for this transition to remain competitive and secure in the long term.

Conclusion

Legacy systems remain a cornerstone of many industries due to their reliability, deep integration, and cost considerations.  

While they present several challenges, their continued use is often justified by the significant risks and expenses associated with replacing them.  

However, as technology continues to advance, companies will need to find ways to balance the benefits of modernisation to break from the shackles of legacy systems.  

Get Your FREE Legacy System Review

The review only takes 5 minutes, but will change your business for years to come. 

Our team of experts will assess your current situation, identify areas for improvement, and provide tailored solutions to help you thrive in the competitive landscape.

Together, we can overcome the legacy and be at the leading edge of technology. 

Powering Data Innovation: Engaging Data and Databricks Partnership

Powering Data Innovation: Engaging Data and Databricks Partnership

Powering Data Innovation: Engaging Data and Databricks Partnership


Collaboration is key to unlocking the full potential of information. Today, we are excited to shed light on the partnership between us, Engaging Data and Databricks! A partnership poised to redefine the way your business harnesses the power of data.  

Engaging Data, known for successfully transforming businesses using data, has joined forces with Databricks, a leader in unified data analytics, to users in a new era of innovation and efficiency.  

Engaging Data have partnered with Databricks, the data and AI company, to drive business value by unifying data and artificial intelligence (AI). The announcement provides inherent value by: 

  • Enhance Data Analytics Capabilities: By harnessing the advanced analytics capabilities of Databricks, businesses can unlock deeper insights and make informed decisions with confidence. From predictive modelling to real-time analytics, the platform offers a suite of tools to tackle even the most complex data challenges.  
  • Improve Data Integration: One of the biggest hurdles in data analytics is integrating disparate data sources seamlessly. With our expertise in data integration coupled with Databricks’ unified platform, businesses can streamline workflows, ensuring data consistency and accuracy across the board.  
  • Innovation in Data Science: This partnership paves the way for groundbreaking innovation in data science, enabling businesses to stay ahead of the curve. By fostering collaboration and knowledge sharing, Engaging Data and Databricks empower teams to explore new avenues and drive meaningful outcomes through data-driven insights. 

Databricks’ Lakehouse Platform helps organizations accelerate innovation by unifying data teams with an open, scalable platform for all of their data-driven use cases. From streaming analytics and AI to business intelligence (BI), Databricks provides a modern lakehouse architecture that unifies data engineering, data science, machine learning and analytics within a single collaborative platform. 

Are you ready to harness the power of data-driven insights for your business? Explore the possibilities offered by the Engaging Data and Databricks partnership today.  

Contact us to learn more about how we can help you drive innovation, streamline processes, and unlock the full potential of your data. Don’t wait – seize the opportunity to transform your business and stay ahead of the competition.  

5 Ways Legacy System Reviews Boost Business Efficiency 

5 Ways Legacy System Reviews Boost Business Efficiency 

5 Ways Legacy System Reviews Boost Business Efficiency


Legacy System Reviews play a pitvotal role in driving business efficiency by identifying areas for improvement and optimising.  

This blog post explores 5 ways Legacy system Reviews can boost business efficiency and productivity within your organisation. 

Streamlining Workflows and Processes:

Legacy systems often consist of outdated processes and workflows that no longer align with modern business requirements. Through comprehensive reviews, businesses can identify redundant tasks, unnecessary manual interventions, and other bottlenecks that impede efficiency.  

Legacy System Reviews enable businesses to identify inefficiencies and bottlenecks in workflows and processes. By streamlining these workflows and automating repetitive tasks, organisations can significantly improve efficiency and reduce operational costs.  

Enhancing Data Security and Compliance:

One of the primary benefits of Legacy System Reviews is the enhancement of data security and compliance.  

Legacy Systems are often more vulnerable to security breaches and non-compliance issues due to outdated technology and inadequate security measures.  

By conducting thorough reviews, businesses can identify vulnerabilities and gaps in security protocols, enabling them to take proactive measures to strengthen their defences and ensure compliance with regulatory requirements.  

Improving User Experience and Satisfaction:

Legacy System Reviews also focus on enhancing the user experience and satisfaction.  

Legacy systems may have outdated interfaces, complex navigation, and limited functionality, leading to frustration and decreased productivity among users.  

By identifying user pain points and areas for improvement, businesses can implement user-friendly interfaces and functionalities that streamline processes and enhance productivity.  

Improving user experience not only boosts employee satisfaction but also increases efficiency and reduces errors.  

 

Optimising Resource Allocation:

Another key aspect of Legacy System Reviews is optimising resource allocation.  

Legacy Systems often suffer from underutilised or inefficient resource allocation, leading to wasted time and money.  

By conducting comprehensive reviews, businesses can identify underutilised resources and inefficiencies in resource allocation, enabling them to reallocate resources to more critical areas where they are needed most.  

Optimising resource allocation ensures that organisations make the most of their resources and teams, maximising efficiency and productivity.  

Maximising Return on Investment:

Finally, Legacy System Reviews help businesses maximise their Return on Investment by identifying opportunities for cost savings and revenue generation.  

Legacy Systems may require significant maintenance and support costs due to outdated technology and inefficient processes. By investing in system modernisation and upgrades, organisations can reduce maintenance costs, improve efficiency, and unlock new revenue streams.  

Legacy System Reviews help businesses identify areas where investment can yield the highest returns, enabling them to prioritise investments and allocate resources effectively.  

Unlocking Business Efficiency through Legacy System Reviews:

In conclusion, Legacy System Reviews are essential for businesses looking to boost efficiency, productivity and competitiveness.  

By streamlining workflows, enhancing security, improving user experience, optimising resource allocation, and maximising Return on Investment, organisations can grasp the whole picture of their current Legacy System and the potential for modernisation.  

Legacy system Reviews provide valuable insights into the strengths and weaknesses of existing systems, enabling businesses to make informed decisions and take proactive measures to optimise their system for maximum efficiency and productivity. 

 

Get Your FREE Legacy System Review

The review only takes 5 minutes, but will change your business for years to come. 

Our team of experts will assess your current situation, identify areas for improvement, and provide tailored solutions to help you thrive in the competitive landscape.

Together, we can overcome the legacy and be at the leading edge of technology. 

FAQs (Frequently Asked Questions)

What are legacy systems?

Legacy systems refer to outdated or older technology, software, or hardware that are still in use within an organisation. These systems may no longer be supported by the manufacturer or may lack compatibility with modern technologies. 

Why are legacy system reviews important? 

Legacy system reviews are crucial for identifying inefficiencies, vulnerabilities, and opportunities for improvement within outdated systems. They help businesses assess the current state of their systems, prioritise upgrades, and make informed decisions about modernisation efforts. 

    What are the benefits of conducting legacy system reviews? 

    Conducting legacy system reviews offers several benefits, including: 

    • Improved efficiency and productivity 
    • Enhanced security and compliance 
    • Better user experience and satisfaction 
    • Optimal resource allocation 
    • Maximised return on investment 
    What role do legacy system reviews play in digital transformation initiatives?  

    Legacy system reviews are integral to digital transformation initiatives as they help organizations modernize their infrastructure, processes, and technologies to adapt to changing market dynamics and customer demands. By optimizing legacy systems, businesses can lay the foundation for future innovation and growth. 

    Uncovering Legacy Systems: A Guide for Organisations 

    Uncovering Legacy Systems: A Guide for Organisations 

    Uncovering Legacy Systems: A Guide for Organisations    


    Legacy systems refer to outdated technology, and infrastructure, including hardware and software, that organisations continue to rely on despite the availability of more modern alternatives. These systems are typically characterised by their age, lack of compatibility with current technologies, and potential for hindering an organisation’s progress.  

    With many names, legacy systems can be referred to as outdated systems, obsolete technology, aged software, vintage hardware, heritage systems, old-fashioned systems, archaic technology, and historical software. These terms all describe technology that is no longer up-to-date or functional.  

    But for ease, for this blog post, we will be referring to any of these systems as legacy systems.  

    Identifying legacy systems within an organisation is very important for several reasons. Firstly, legacy systems often pose significant challenges in terms of maintenance, security, and performance, which can ultimately impact the organisation’s ability to innovate and remain competitive. 

    Secondly, understanding the presence of legacy systems allows organisations to develop strategies for modernisation and mitigate the risks associated with outdated technology. By proactively addressing legacy systems, organisations can streamline operations, enhance efficiency, and position themselves for long-term success. 

    Signs of Legacy Systems

    Outdated Technology 

    • Hardware: 

    Ageing hardware infrastructure is a prominent sign of legacy systems within an organisation. This includes outdated servers, networking equipment, and other physical components that have surpassed their recommended lifespan. These ageing hardware components may struggle to keep pace with the demands of modern applications and workloads, leading to performance bottlenecks and reliability issues.  

    • Software:

    Outdated software versions are another indication of legacy systems. Legacy software may lack support for the latest features and security patches, leaving organisations vulnerable to cyber threats and compatibility issues. Additionally, legacy software often lacks integration capabilities with newer applications and may require cumbersome workarounds to function within the modern technology ecosystem.  

    Lack of Integration

    • Incompatibility with Modern Systems:

    Legacy systems often require extensive maintenance to keep them operational. This may involve patching outdated software, replacing failing hardware components, and troubleshooting compatibility issues. Over time, the cumulative costs of maintaining legacy systems can become prohibitively expensive, diverting resources away from strategic initiatives and innovation efforts.  

    • Difficulty in Finding Skilled Personnel:

    As technology evolves, the pool of skilled professionals proficient in maintaining legacy systems diminishes. Organisations may struggle to find qualified personnel with expertise in outdated technologies, leading to prolonged downtime and increased reliance on external vendors’ support.  

    Performance Issues

    • Slow Processing:

    Legacy systems often exhibit slower processing speed compared to modern alternatives. This can result in sluggish response times, delayed data retrieval, and decreased user productivity. Slow processing may be attributed to outdated hardware components, inefficient software algorithms, or architectural limitations inherent in legacy systems, impeding the organisation’s ability to meet performance expectations and deliver timely services to customers.  

    • Frequent Downtime:

    The reliability of legacy systems may be compromised, leading to frequent system outages and downtime. This can disrupt critical business operations, impact customer satisfaction, and result in financial losses for the organisation.  

    Frequent downtime may be caused by hardware failures, software crashes, or compatibility issues with external dependencies, highlighting the urgent need for organisations to address the underlying issues contributing to system instability.  

     

    The Impact of Legacy System

    Hindered Innovation 

    • Inflexibility in Adopting New Technologies: 

    Legacy systems often exhibit inflexibility in adapting to emerging technologies and trends. This can limit the organisation’s ability to leverage advancements in areas such as AI, ML, and automation, hindering innovation and competitive differentiation. The rigid architecture of legacy systems may impede agility and responsiveness to changing market dynamics, making it challenging for organisations to stay ahead of the curve.  

    • Inhibition of Digital Transformation Initiatives:

    Legacy systems pose significant barriers to successful digital transformation efforts. These systems may lack the scalability, interoperability, and agility required to support modernisation initiatives like cloud migration and data analytics. The inactivity created by legacy systems can stifle innovation and prevent organisations from capitalising on new opportunities for growth and market expansion, placing them at a strategic disadvantage in the digital era.  

    Security Risks 

    • Vulnerabilities due to Lack of Updates: 

    Legacy systems are susceptible to security vulnerabilities due to the absence of regular updates and patches. As software vendors discontinue support for older versions, legacy systems become increasingly exposed to exploits and cyberattacks. Hackers may exploit known vulnerabilities to gain unauthorised access to sensitive data, disrupt business operations, or compromise the integrity of critical systems, posing significant risks to the organisation’s reputation and financial well-being. 

    • Potential for Data Breaches:

    The outdated security architecture of legacy systems makes them prime targets for data breaches and cyber incidents. Weak authentication mechanisms, inadequate encryption protocols, and obsolete security controls create loopholes that people can exploit to infiltrate the organisation’s network and exfiltrate confidential information. Data breaches can have farreaching consequences, underscoring the importance of addressing security risks associated with legacy systems. 

    Decreased Productivity

    • Time-Consuming Processes:

    Legacy systems are often characterised by manual, labour-intensive processes that consume valuable time and resources. Outdated user interfaces, cumbersome workflows, and inefficient data entry methods contribute to productivity bottlenecks, slowing down business operations, and impeding employee efficiency. As organisations strive to streamline operations and enhance agility, the inefficiencies inherent in legacy systems become increasingly untenable, making it a necessity to modernise and optimise processes for improved productivity.  

    • Increased Downtime Affecting Operations:  

    The unreliable performance of legacy systems can result in frequent downtime and service disruptions, disrupting critical business operations and impacting customer satisfaction. Unplanned outages may occur due to hardware failures, software crashes, or compatibility issues, causing delays in service delivery and revenue loss for the organisation. The cumulative impact of downtime on employee productivity, customer retention, and brand reputation underscores the urgency of addressing the performance issues associated with legacy systems. 

     

    Conclusion

    The presence of legacy systems within an organisation can significantly impact its ability to innovate, compete, and thrive in the digital world.  

    Recognising the signs of legacy systems is crucial for organisations to understand the challenges they face and derive effective strategies for overcoming them.  

    Organisations have several options for addressing legacy systems, including modernisation, integration, and replacement. By migrating to modern technologies, leveraging integration solutions, and implementing new systems, organisations can mitigate the risks associated with legacy systems and position themselves for long-term success.  

    Embracing digital transformation and modernising legacy systems is not only essential for staying competitive but also future-proofing the organisation against evolving threats and opportunities. 

    By taking proactive steps to identify and address legacy systems, organisations can unlock new possibilities, enhance agility, and drive sustainable growth in the digital age. Organisations must prioritise modernisation efforts and invest in technologies that enable them to adapt, innovate, and break free from the legacy system’s shackles.

    Get Your FREE Legacy System Review

    The review only takes 5 minutes, but will change your business for years to come. 

    Our team of experts will assess your current situation, identify areas for improvement, and provide tailored solutions to help you thrive in the competitive landscape.

    Together, we can overcome the legacy and be at the leading edge of technology. 

    Navigating the Business Problem: Legacy Systems and Resistance to Change

    Navigating the Business Problem: Legacy Systems and Resistance to Change

    Navigating the Business Problem:

    Legacy Systems and Resistance to Change   


    Within the rapidly evolving business landscape, the reliance on legacy systems presents a significant challenge for organisations striving to stay competitive within financial services.  

    While these systems may have served their purpose in the past, their outdated nature hinders progress and innovation. One of the daunting hurdles in addressing this issue is the resistance to change entrenched within these organisations.  

    This blog post will delve into the intricate relationships between legacy systems and resistance to change, exploring the underlying challenges and proposing new strategies for overcoming these pains.  

     

    The Significance of Legacy Systems in Financial Services

    Legacy systems, often characterised by outdated technology and infrastructure, continue to persist in many organisations due to various reasons, such as:  

    • Budget constraints 
    • Fear of disruption 
    • Lack of awareness about modern alternatives 

    Despite their limitations, these legacy systems play a crucial role in day-to-day operations, making their replacement or upgrade a daunting task for decision-makers.  

     

    The Challenges of Resistance to Change

    The intersection of legacy systems and resistance to change poses a formidable challenge for organisations. On one hand, the reliance on outdated systems reinforces complacency and reluctance to embrace new technologies.  

    On the other hand, the prospect of transitioning to modern solutions is met with scepticism and resistance from stakeholders accustomed to the status quo. This deadlock stifles innovation, impedes growth, and puts businesses at risk of falling behind their competitors.  

    Organisations that fail to modernise their systems struggle with: 

    • Operation inefficiencies 
    • Increased maintenance costs 
    • Diminished customer satisfaction 
    • Heightened cybersecurity risks  
    • Regulatory compliance issues 

     

    Overcoming Resistance to Change in Legacy System Transformation

    Addressing resistance to change requires a multifaced approach that addresses both the technical and human aspects of the problem. Organisations must cultivate a culture of openness, transparency, and continuous learning to foster a mindset conducive to change. Providing adequate training, support, and incentives can help alleviate fears and empower employees to embrace new technologies.  

    Strategies for navigating the complexities of legacy system transformation include:  

    • Conducting thorough assessments to identify pain points and opportunities 
    • Developing a comprehensive roadmap for migration 
    • Prioritising incremental changes to minimise disruption 

    Leveraging external expertise and collaborating with key stakeholders can also facilitate the transition process and ensure alignment with business objectives.  

    The Business Benefits of Embracing Change

    While the journey towards modernisation may be fraught with challenges, the benefits far outweigh the risks. Embracing change enables organisations to enhance efficiency, agility and scalability, positioning them for long-term success in a dynamic and competitive marketplace.  

    By leveraging modern technologies and embracing a culture of innovation, businesses can unlock new opportunities, drive revenue growth and maintain a competitive edge in an ever-evolving landscape.  

    This proactive approach to innovation and embracing change not only drives revenue growth but also enhances brand reputation and customer loyalty, solidifying organisations’ position as industry leaders.  

    Conclusion

    In conclusion, the business benefits of embracing change in modernisation legacy systems are many and various. From enhanced efficiency and agility to scalability and competitive edge, organisations that embrace change position themselves for long-term success and sustainability in an ever-evolving market. 

    By leveraging modern technologies and fostering a culture change of innovation, organisations can unlock new opportunities, drive revenue growth, and maintain a competitive edge, ensuring their continued relevance and resilience in the face of technological disruptions and market uncertainty.  

    To delve even deeper into modernisation and company culture changes around legacy systems and resistance to change, download our whitepaper From Legacy to Leading Edge.  

    Download our FREE Whitepaper, just fill out the form below!

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