ZogoTech unifies every campus system into a single governed source of truth – the foundation your reports, your decisions, your AI, and most importantly, your students, all depend on. And you don’t have to build it.
Your data lives in a dozen systems – the SIS, the LMS, financial aid, the CRM, the Clearinghouse – and they rarely agree. Enrollment means one thing in one report and something else in another. Every question turns into a reconciliation project, reports take weeks, and leadership spends meetings debating whose number is right.
Not a Dashboard
A dashboard displays numbers; it does not define, reconcile, or vouch for them. Two dashboards can show two different retention rates and both be working exactly as built.
Not a Data Lake
Pooling raw data into one place is storage, not truth. The tables still disagree until definitions, lineage, and governance are applied on top of them.
Not One Office’s Spreadsheet
A carefully kept spreadsheet is one person’s version of the truth – undocumented, unversioned, and gone the day they leave.
A single source of truth only matters if the numbers in it hold up. Five things make ZogoTech’s foundation trustworthy.
Retention, FTE, and success are defined once and applied everywhere, so every office reports the same number.
Records are matched, deduplicated, and standardized before anything is computed, and each metric's calculations are validated across 100+ community colleges - so the number isn't just consistent, it's correct.
Trace any figure back to the source records that produced it - defensible to a board, an auditor, or the state.
Daily snapshots capture your data at census, freeze, and term end, so year-over-year is one click, not a rebuild.
Role-based access and PII controls are built in, so each person sees only the data appropriate to their role.
Every figure starts as real events in a student's record.
Your definition of retention is encoded a single time.
Calculated straight from those student records, never re-keyed.
A nightly snapshot preserves what it was on any date, so year-over-year is honest.
Roll it up for the board, or drill back to the exact students.
Identical in the board deck, the state file, and the student record.
“We’ll just build our own” sounds reasonable until you price the engineering underneath it. Here is what a real one actually takes – every piece maintained, forever.
Every SIS (Banner, Colleague, PeopleSoft, Workday), plus LMS, CRM, aid, the Clearinghouse, and non-database sources - each with its own schema, and a single vendor upgrade can break the pipeline.
The same student appears in five systems under five IDs; resolving them, with duplicates and late-arriving data, is its own discipline.
Raw rows are not metrics; each calculation is often pages of SQL and must be right for part-time, stackable, non-first-time cohorts.
Reconcile every office's definition into one, document it, and version it so last year's number still computes on last year's rules.
Every figure traceable to its source records. Most builds skip this and then cannot defend or reproduce a number.
Freeze and store data at every date that matters, and keep those snapshots forever.
Role- and row-level security, masking, and audit trails applied uniformly - brutal to retrofit later.
Process hundreds of thousands of records each night without touching the live SIS, with monitoring and failure handling.
None of this is a project you finish - it is a system you staff. Every new mandate, SIS upgrade, or program change means re-engineering, the person who built it becomes the only one who understands it, and all of it demands community college domain expertise, not just general data engineering.
By consolidating real-time information, ZogoTech streamlines advising processes and reduces time spent navigating multiple systems. This gives staff more time to engage directly with students and ensure they remain on track with their academic plans.
It's good to work with ZogoTech because they really know where all the pieces of data are buried - and how to put them together to get the right answer every time.
Having quick access to consistent, reliable data improved our ability to monitor retention at key intervals such as second term, second year and third year. Using the data more effectively helps inform our student resource work and drives decisions to support student engagement.
We use data every single day to make most, if not all, of our decisions. ZogoTech provides an easy and quick way to obtain that data. Our ZogoTech partnership is one of the tools we use frequently to inform our decision making and our college culture.
Their tools and insights have empowered our team to make evidence-based decisions, ultimately enhancing our strategic planning and student success initiatives. One pivotal aspect of ZogoTech’s contribution is the ability to transform complex data into actionable insights, which has streamlined our processes and fostered a more proactive approach to addressing challenges.
We’ve seen a growing culture of inquiry. Faculty now realize how easy it is to access data and ask better questions without waiting weeks for reports
ZogoTech really helps me keep a clear view of what’s happening with enrollment across all of the health and science programs… having that information in one place makes it much easier to respond quickly.
ZogoTech has literally reduced the amount of time I spend on compiling data from hours to minutes. The platform brought all of our data into one place and made it accessible for everyone. Now, instead of waiting days for a custom report, we have the data we need in real time, right when we need it.
Implementing ZogoTech Analytics has transformed our approach to data. We now have a single, reliable source of truth that enables us to make informed decisions quickly and efficiently.
Within 5 minutes I had the data I needed without having to pull several reports, do a bunch of joins… It was all done for me in the ZogoTech tool. So something that would’ve taken me hours – I was able to do within 5 minutes and get the data I needed
By consolidating real-time information, ZogoTech streamlines advising processes and reduces time spent navigating multiple systems. This gives staff more time to engage directly with students and ensure they remain on track with their academic plans.
It's good to work with ZogoTech because they really know where all the pieces of data are buried - and how to put them together to get the right answer every time.
Having quick access to consistent, reliable data improved our ability to monitor retention at key intervals such as second term, second year and third year. Using the data more effectively helps inform our student resource work and drives decisions to support student engagement.
We use data every single day to make most, if not all, of our decisions. ZogoTech provides an easy and quick way to obtain that data. Our ZogoTech partnership is one of the tools we use frequently to inform our decision making and our college culture.
Their tools and insights have empowered our team to make evidence-based decisions, ultimately enhancing our strategic planning and student success initiatives. One pivotal aspect of ZogoTech’s contribution is the ability to transform complex data into actionable insights, which has streamlined our processes and fostered a more proactive approach to addressing challenges.
We’ve seen a growing culture of inquiry. Faculty now realize how easy it is to access data and ask better questions without waiting weeks for reports
ZogoTech really helps me keep a clear view of what’s happening with enrollment across all of the health and science programs… having that information in one place makes it much easier to respond quickly.
ZogoTech has literally reduced the amount of time I spend on compiling data from hours to minutes. The platform brought all of our data into one place and made it accessible for everyone. Now, instead of waiting days for a custom report, we have the data we need in real time, right when we need it.
Implementing ZogoTech Analytics has transformed our approach to data. We now have a single, reliable source of truth that enables us to make informed decisions quickly and efficiently.
Within 5 minutes I had the data I needed without having to pull several reports, do a bunch of joins… It was all done for me in the ZogoTech tool. So something that would’ve taken me hours – I was able to do within 5 minutes and get the data I needed
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