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Scaffold DataX

A higher-ed-ready data warehouse — automated at scale.

Scaffold DataX unifies ETL, governance, warehousing, and analytics into one automated system — delivering trusted, AI-ready data without pipeline complexity.

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  • Patented Tech
  • LMS · SIS · CRM · ERP
  • ISO 27001
  • SOC 2 Type II

What is DataX

One engine for governed, AI-ready data.

Scaffold DataX is the all-in-one data engine that automates and operates a governed, higher-ed-ready data warehouse. Using patented technology, it extracts and unifies data across LMS, SIS, CRM, ERP, and other institutional systems — delivering complete, trusted, AI-ready data without complex pipeline management or fragmented tools.

Fig. 01 — The DataX engine

Customer voice

“Scaffold DataX perfectly aligns with our mission to leverage technology to enhance our academic offerings and administrative efficiency. We are confident that the significant improvements in our data handling capabilities will lead to better outcomes across our student, staff, and faculty stakeholder groups.”

Rick Gallot — President, University of Louisiana System

What you get

Your warehouse, run for you.

Scaffold DataX creates an automated data warehouse — centralizing every system of record in one location and placing it in a neutral data model for analysis and reporting.

  1. Team Capacity

    Resource re-allocation

    Redirect specialized data engineers and analysts from pipeline maintenance to strategic initiatives.

  2. Automated Ingest

    Automated aggregation

    APIs and front-end technologies collect and unify data from every source system — no manual extracts, no custom integrations.

  3. Stack Consolidation

    Lower cost

    One automated platform replaces a stack of tools and technologies, leading to significant cost savings.

Cover of the Comprehensive Guide to Scaffold DataX
Fig. 02 — Comprehensive Guide to Scaffold DataX

Free guide

The definitive guide to DataX.

An in-depth look at how automated data warehousing is changing data management in higher education — and what it takes to strengthen governance and streamline operations at your institution.

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Ready to take control of your data?

See how the Scaffold Platform unifies, migrates, and archives your institution’s data — in a demo tailored to your systems.

  • SOC 2 Type II
  • ISO 27001
  • FERPA Aligned