Higher Education · Data and AI

Institutional vitality, restored.

Success with higher education data takes a solution that understands your institution's business context. Reggie gives registrars and provosts natural language access to enrollment, retention, and institutional data they fully own.

"The ability to natural language query my enrollment data improves our student experience and the university's well-being."

— CIO, Private University
The Reality

The myth of the "magic tool."

The higher ed market is flooded with "black box" products promising to solve enrollment and retention with a simple API key. You've likely seen the result: long-term contracts, zero visibility, and a tool that sits on top of your problems without solving them.

The hard truth: there is no "magic" way to bypass the work of mapping data, understanding source transformations, and auditing business flows.

The Difference

Black box vs. the Reggie solution.

The Black Box Product

Abstracted and static

Abstracted: you don't know how the numbers are calculated. Plug-and-play: ignores the unique nuances of your institution. High friction: forces you to change your process to fit the tool. Static: gives you a report of what happened.

The Reggie Solution

Transparent and proactive

Transparent: full visibility into every pipeline and transformation. Expert-led: we map your specific business flows and user needs. Native and smooth: we build into your ecosystem for low-effort ROI. Proactive: gives you the ownership to ask what's next.

Our Approach

The "hard work" advantage.

Reggie isn't just software. It is the output of deep architectural expertise. Unlike companies that hand you a login and wish you luck, we do the heavy lifting that there's no getting around.

Deep Source Mapping

We go into the guts of your legacy systems to understand exactly where your data comes from and why it exists.

Transformation Logic

We don't just move data, we audit it. Who is using this data? How are they using it? Why are they using it?

User-Centric Auditing

We identify which metrics are actually used to make decisions and which are just noise cluttering your reporting.

Business Flow Alignment

We align your data program with the operational reality of your institution, from athletics to library management.
The Platform

Meet Reggie: the instant access to insights you need and trust.

Once the foundation is built by our experts, Reggie gives you the keys. It is a comprehensive data program that restores institutional agency.

01

Total Visibility and Ownership

Reggie is a native platform. You own the transformations and the pipelines. No more hostage data.

02

Natural Language Querying

We empower everyone, from the provost to the registrar, to ask questions in plain English. No more waiting weeks for a manual report that no one trusts. Example: "Reggie, identify the gap between student grant applications and actual deposits for the Fall 2026 cohort."

03

Student-First Proactivity

Reggie helps advisors and students proactively identify the right courses at the right time, balancing personal schedules with graduation requirements to stop registration fatigue before it starts.

Case Study

The human-led transformation.

The partner: a university struggling with declining retention and a total lack of trust in their existing black box analytics tool.

15%
Increase in early registration
6 figures
Saved in annual licensing after terminating the black box contract
100%
Full data autonomy and restored trust in the numbers
3
Phases: mapping, platform, impact

The previous tool over-promised. It provided reports, but the data was dirty, transformations were hidden, and the staff didn't know why the numbers were what they were. Our experts spent the first weeks mapping the actual business flow of the registrar's office, then implemented Reggie as a native solution with full visibility into the previously hidden transformations.

With clean data and natural language querying, the institution moved from reactive reporting to proactive intervention.
Read the full higher education case study

Full data autonomy: the institution terminated their black box contract, saving six figures in annual licensing while gaining more control. Restored trust: decisions are now made on data the team actually understands and owns.

How We Work

Advisory-led data and AI, with engineers embedded in your team.

We run advisory-led engagements in data and AI. Industry subject matter experts act as your trusted advisors. Forward-deployed engineers embed inside your organization and work as a hybrid of engineer, consultant, and product manager. They learn how you operate, then design, build, and run the systems in production.

The Advisor

Industry subject matter experts sit with your team and find the work worth doing. They set the thesis and the metrics that matter.

The Engineer

Forward-deployed inside your organization as engineer, consultant, and product manager in one. They build alongside your people and get data and AI into production, then keep it running.

Expert-led foundationBuilt for productionOwned by your team

We believe this is the delivery model for the future of business. It is how industrials and the mid-market reach their full impact, on the economy and on people's lives.

Own your future. Don't outsource your intelligence.

Reggie is about ownership, trust, and self-determination. We provide the expertise to build the foundation, and the platform to let you lead. Reggie: expertise included, ownership restored.

Ready to restore institutional vitality?

Talk to a higher ed data expert to discover how Reggie can transform your institution.