One data lake for the whole institution
Resolve Banner, Workday, Canvas, and Slate into one governed student record — FERPA policies enforced automatically — so advisors can intervene before a student drops and researchers get reproducible, lineage-backed datasets on demand.
What slows higher education down
Every concern below maps to a specific Autolake capability — not a roadmap promise.
Data scattered across the campus
Admissions, the registrar, financial aid, advancement, and research each own their own systems, making a single student view nearly impossible to assemble.
Autolake lands Banner, Workday Student, Canvas, Slate, and 250+ other campus systems into one lake and resolves identities into a unified student record — no custom integration project per system.
250+ connectors + identity resolutionFERPA is non-negotiable
Student records carry strict privacy obligations that informal spreadsheet sharing and shadow databases can't safely meet — one leak is a reportable event.
Automatic PII detection plus row- and column-level masking gate sensitive fields by role, enforced at the lake level inside your own cloud and logged for every access.
Auto PII masking + access controlInsight arrives after the moment to act
Retention and enrollment signals often land a term too late — after the at-risk student has already withdrawn.
Scheduled, self-healing pipelines keep the student record current, and 'Talk to Your Data' lets advising and IR teams ask plain-English questions instead of waiting on a reporting backlog.
Talk to Your DataBuilt for higher education
An autonomous, AWS-native data lake — governed, traceable, and running in your own account.
Connect SIS, LMS & advancement
Land data from Banner, Workday, PeopleSoft, Canvas, Slate, and hundreds of other campus systems with schema evolution that survives each vendor's upgrades — no custom integration projects.
250+ campus connectorsFERPA-aware governance
Automatic PII detection and row- and column-level policies mask and gate sensitive student records by role, enforced automatically and logged for audit.
Auto PII detectionOne unified student record
Resolve identities across systems into a single governed view for advising, retention, and success teams — queryable in plain English.
Talk to Your DataResearch-ready, reproducible datasets
Give researchers governed, self-service access with full lineage and Time Travel, so any result can be reproduced exactly as the data stood.
Lineage + Time TravelPut it to work
Student retention & success
Spot at-risk students early by combining LMS engagement, academic, and financial-aid signals into one early-alert view.
Enrollment & advancement
Model yield and giving with unified data from admissions, aid, and alumni systems — and let development officers query it directly.
Governed research data platform
Offer departments a self-service, lineage-backed lake for reproducible research without standing up bespoke infrastructure.
Connect every corner of campus on one governed lake — and act on insight while it still matters.
See Autolake on your own data — book a 30-minute walkthrough.