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02, May 2025

Consolidate Data: A Guide to Unifying Your Education Data

Educational institutions often struggle with student, alumni, and donor data scattered across multiple systems. How can unifying this data enable enhanced engagement, time savings, and improved decision-making?

Consolidate data a guide for edtech edstack university schools

At educational institutions, critical data about students, alumni, donors, and programs is often scattered across multiple systems, creating missed opportunities and operational inefficiencies.

We help you consolidate and unify your edtech stack in just one month, so you can:

  • Predict student enrolment and retention with complete, connected data.
  • Boost alumni engagement and fundraising through a 360° relationship view.
  • Save staff hours by eliminating manual data cleaning and reconciliation.
  • Enhance decision making with standardised, reliable reporting.
  • Strengthen complex constituent relationships by connecting data across roles (student → parent → donor → alumni).

Using Salesforce Data Cloud, we help you connect your systems, standardise your information, and unify identities creating one single source of truth that fuels strategic initiatives, improves outcomes, and drives stronger community engagement.

Why does this data fragmentation matter so much?

It’s more than just an IT headache; fragmented data impacts your institution’s access to data and its ability to achieve its core mission. Let’s explore the implications of data silos and the value of implementing data consolidation tools. 

The High Cost of Missed Opportunities:

When data is siloed, it is incredibly difficult to spot emerging trends or anticipate future needs. Imagine a student showing early warning signs of struggling, perhaps declining grades coupled with reduced engagement in online forums. If this data lives in separate, disconnected systems, these critical red flags might go unnoticed until it’s sadly too late to intervene effectively. This isn’t just a hypothetical scenario. Research consistently demonstrates the link between early intervention and improved student outcomes. When institutions can proactively identify students who need support through effective data analysis, they can provide targeted resources and guidance, leading to higher retention rates, greater student success, and more informed business decisions.

Similarly, alumni engagement efforts can fall flat if you lack a unified view of their evolving interactions with the institution. Consider an alumnus who has consistently donated to the university but recently reduced their giving. Is this due to a change in their circumstances, or are they feeling less connected to the institution? 

Without a comprehensive view of their engagement (e.g their attendance at events, interactions with faculty or online activity), it’s impossible to understand the reasons behind this change and tailor an appropriate response. The result? A missed opportunity to strengthen a valuable relationship and potentially secure future support. In both these cases, the inability to connect and analyse data across systems leads to missed opportunities to improve outcomes and build stronger relationships. Leveraging data insights from consolidated sources can help institutions make more informed decisions and avoid these pitfalls.

The Inefficiency of Inconsistent Data

Inconsistent data isn't just messy; it's actively harmful to productivity. If the "date of birth" field, for instance, is formatted differently in your SIS and your CRM, generating accurate and reliable reports becomes a time-consuming nightmare. Imagine trying to analyse student demographics or track alumni giving trends when you must first spend hours cleaning and standardising the data. This isn't just an inconvenience; it's a significant drain on resources.

Decisions based on flawed data can easily lead to wasted resources and misguided strategies. For example, if enrollment data is inaccurate, the institution might allocate resources to programs that are underperforming or fail to invest in areas of high demand. Similarly, inaccurate alumni data can lead to ineffective fundraising campaigns, targeting the wrong individuals or using inappropriate messaging. The question becomes: how much valuable staff time is your team spending simply trying to reconcile data, instead of focusing on strategic, mission-driven initiatives? This inefficiency has a real cost, both in terms of staff time and the effectiveness of institutional operations.

  • Gartner estimated that the average financial impact of poor data quality on organisations is $12.9 million per year

The Lost Value of Incomplete Relationships

Educational institutions thrive on the strength of their relationships. But data silos make it incredibly hard to see and nurture the full picture. A generous donor might also be a proud alumnus and the parent of a current high achiever. Without a unified, 360-degree view that incorporates data from multiple sources, your institution misses the chance to cultivate that multifaceted relationship, personalise their experience, and maximise their long-term engagement.

Think about it: that donor might be more likely to support a new scholarship fund if they know it will directly benefit students like their own child. Or they might be interested in mentoring current students in their field, drawing on their alumni network and experience. These opportunities are lost when data silos prevent the institution from recognizing and leveraging these valuable connections. In essence, you’re consistently leaving potential on the table. You're not just losing data; you're losing the opportunity to build stronger, more meaningful, and ultimately more productive relationships with your community.

The Solution: Unifying Data with Data Cloud

Salesforce Data Cloud offers a powerful way to break free from the limitations of data silos. It’s not just another database; it’s a sophisticated platform designed to intelligently connect, standardise, and unify your institution's existing systems, creating a single source of truth for your most valuable information. Data Cloud empowers you to transform fragmented data into a single repository that is a cohesive asset, unlocking insights and efficiencies that were previously out of reach. Let's explore the core processes involved in this transformation:

Connecting Data Sources for Data Integration

The first critical step is establishing robust connections between Salesforce Data Cloud and the diverse information systems that exist within your institution. This often includes a complex ecosystem of systems, such as your Student Information System (SIS), Customer Relationship Management (CRM) system, alumni database, learning management system (LMS), financial aid system, and various departmental databases or even spreadsheets. Data Cloud is designed to be flexible and adaptable, offering a range of connectors and APIs (Application Programming Interfaces) to facilitate seamless data ingestion, regardless of the underlying technology or data format. Whether your data resides in cloud-based platforms, on-premise servers, or a combination of both, Data Cloud can bring it together into a single, unified environment. This initial connection is paramount; it’s the bridge that allows information to flow freely and become available for the subsequent stages of standardisation and unification. Collecting data from these various sources is crucial for providing a centralised location to access and analyse information, enabling better decision-making and driving success.

Standardising Data

Simply bringing data together isn't enough. Data from different systems often uses varying formats, terminologies, and structures. This is where data standardisation becomes essential. Standardisation involves mapping fields from different systems to a common data model, creating a consistent representation of information across the institution.

For instance, fields representing "student ID" or "date of birth" might have different names, formats (e.g., MM/DD/YYYY vs. YYYY-MM-DD), or even levels of detail in various systems. Data Cloud's harmonisation capabilities enable you to define clear and consistent rules for transforming and aligning this data. This process ensures that information is accurate, reliable, and readily comparable, eliminating the confusion and errors that arise from inconsistencies. Effective standardisation is the foundation for accurate analysis and reporting.

Unifying Data (Identity Resolution)

The most transformative aspect of data consolidation is identity resolution – the sophisticated process of matching and merging records that belong to the same individual across different systems. In educational institutions, this is particularly critical due to the complex relationships between students, alumni, parents, and donors.

Consider the "key ring" analogy: each data source is like a different key containing information about a person. Identity resolution acts as the key ring, bringing together all the keys (records) for the same person, providing a comprehensive and unified view without altering the original data. Salesforce Data Cloud employs advanced techniques to account for variations in names, addresses, or other identifying information, ensuring that records for the same person are accurately matched even if there are slight discrepancies. This process eliminates duplicate records, resolves inconsistencies, and creates a single source of truth for each student, alumnus, and guardian, providing an unparalleled 360-degree view of your constituents.

Benefits of Data Consolidation (Focus on Readiness)

The journey towards data consolidation might seem complex, but the rewards are significant. By taking those essential first steps – connecting your data sources, standardising the information, and unifying individual profiles – your institution unlocks a range of immediate and foundational benefits. It's crucial to emphasise that at this stage, the focus is on preparing your data for future use, setting the stage for more advanced analysis and strategic initiatives.

Data in a Single Space

The most immediate and tangible benefit of data consolidation is having all your critical information readily accessible in one centralised location. Imagine the time savings and increased efficiency when staff no longer need to hunt for data across multiple disparate systems. Instead of logging into various platforms, running separate reports, and manually compiling information, everything is available within Data Cloud. This streamlined access transforms day-to-day operations.

For example, an advisor working with a student can quickly view their academic history, attendance records, and engagement with support services – all within a single interface. This eliminates the frustration of navigating between different systems and allows the advisor to focus on providing timely and effective support. Similarly, staff in the alumni relations department can access a comprehensive view of an alumnus's giving history, event attendance, and communication preferences, enabling them to personalise interactions and build stronger relationships. By breaking down data silos, Data Cloud empowers staff to be more productive and efficient, freeing up their time for more strategic and impactful work.

Data is Ordered and Standardised

Standardising data ensures consistency and accuracy, eliminating the confusion and errors caused by conflicting data formats or definitions. Think about the challenges posed by inconsistent data. If one system stores dates in the format MM/DD/YYYY, while another uses YYYY-MM-DD, and yet another uses a text-based format like "January 15, 2025," it becomes incredibly difficult to compare and analyse information. Data Cloud's harmonisation capabilities resolve these inconsistencies, creating a clean and reliable foundation for reporting and analysis.

With standardised data, institutions can generate accurate reports on key metrics, such as student enrollment trends, alumni giving patterns, and the effectiveness of marketing campaigns. This reliable data empowers evidence-based decision-making, allowing leaders to identify areas for improvement, allocate resources effectively, and track progress towards institutional goals. Furthermore, standardised data improves data quality, reducing the risk of errors and ensuring that everyone across the institution is working with the same accurate information.

Data is Unified and Ready for Analysis

By consolidating and unifying data, institutions gain a holistic understanding of their constituents, moving beyond fragmented snapshots to a comprehensive 360-degree view. This unified data is now prepared for in-depth analysis, allowing institutions to identify trends, patterns, and relationships that were previously hidden in data silos.

For instance, by unifying student data, institutions can analyse factors that contribute to student success, such as academic performance, engagement in extracurricular activities, and utilisation of support services. This analysis can inform interventions and strategies to improve student outcomes. Similarly, unified alumni data can reveal patterns in giving behaviour, allowing institutions to target fundraising efforts more effectively. The enhanced visibility gained through data consolidation empowers data-driven decision-making across various departments, leading to more effective operations and improved outcomes.

The journey to data consolidation is a transformative one, and taking the first steps can unlock significant value for your institution. It's not just about implementing a new technology; it's about fundamentally changing how you understand and interact with your data to enhance overall business operations . So, what's the next step?

Find My Data

Ready to unlock the power of your educational data and move beyond the limitations of data silos?

We encourage you to take the first step towards a more data-driven future. Our team of experts are prepared to guide you through the process, from assessing your current data landscape to implementing a tailored solution that meets your specific needs. Contact us for a free consultation and learn how Data Cloud can transform your institution.

Next Article

In our next article, we will dive into how you can leverage this newly consolidated data to derive valuable insights and drive strategic action.

We'll explore how to move beyond simply collecting data to truly understanding its meaning. We'll show you how to use Data Cloud's powerful analytical tools to identify trends, patterns, and correlations that can inform decision-making across your institution.

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