SafeInsights

Research that drives better learning for everyone

SafeInsights enables researchers to answer questions about learning that were out of reach — without ever revealing student data.

Supported by the U.S. National Science Foundation
Diagram showing research code running inside a secure enclave next to student data

Partnering with leaders in teaching and learning

  • NSF
  • OpenStax
  • CourseKata
  • Khan Academy
  • TERC
  • Quill
  • Digital Promise
  • OSF
  • ASSISTments
  • UMass CS
  • Rice University
  • Arizona State University
  • Morehouse College
  • University of Chicago
The SafeInsights Data Partner dashboard listing studies for review, with each study's submitter, reviewer and statusA "Study Code" card showing the uploaded code files for a studyA "Study Status" card showing an approved study with downloadable results

Research that works for everyone

SafeInsights brings together researchers and Data Partners to solve education's most challenging problems, offering a model that delivers real value to everyone involved.

SafeInsights is built for:

A researcher working at a laptop

Researchers

  • Study learning across millions of students across multiple learning platforms
  • Streamlined workflow eliminates months of data access negotiations
  • Research without direct data access, which can simplify IRB review
  • Reproducible, standardized data analysis
  • Opportunity to discover insights that directly inform practice and improve student outcomes

How SafeInsights is transforming the research process

SafeInsights isn't just a research platform — it's a step forward in how education research works for researchers, educational institutions, and edtech platforms. By bringing researchers' questions to the data instead of sending data to researchers, SafeInsights solves challenges that have limited education research for decades.
01

Uncompromising privacy protection

With SafeInsights, researchers never access raw student data. Instead of extracting data, research questions run where the data already lives, enabling powerful new research while keeping student information secure.

Diagram showing research code running inside a secure enclave next to student data
02

Unprecedented scale and depth

Study large, diverse student populations over time across multiple learning platforms. With access to tens of millions of students, researchers gain once-impossible longitudinal and population-level insights.

Many data sources connecting into the SafeInsights management system
03

Full control for Data Partners

Data Partners retain full control — approving studies, reviewing code, and vetting results. You decide what's shared, who accesses it, and which questions are answered. Data never leaves your systems.

Data Partner choosing what to share and reviewing research questions
04

Streamlined research workflow

SafeInsights removes lengthy negotiations and administrative delays. Researchers focus on discovery, while Data Partners benefit from standardized, low-effort processes that deliver insights faster and with greater impact.

Researchers submitting coded questions that flow through the SafeInsights system
05

Built-in AI support

AI helps researchers understand the data and write code, and helps Data Partners review proposals, code, and outputs. People make every decision.

AI assistant helping with research code and documentation

Take the next step

Looking to start your next research study? Interested in enabling research without operational burden? We're here to help.

Researcher reviewing data on a laptop

SafeInsights — FAQs

SafeInsights is a nationwide research infrastructure that enables large-scale education research without student data ever leaving its source. By bringing research questions to where data already lives, SafeInsights makes it possible to transform education through better evidence, and protects student privacy at every step.