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Data & AI Readiness Assessment
Modern Data Platform Build
Trusted Metrics & Self-Service BI
Governed AI Pilot
Fractional Data Architect

Who We Serve overview
CIOs and IT leaders
Institutional research
Provosts and academic affairs
CFOs and finance
Enrollment and operations

Work Insights About

Book a readiness call

Services overview
Data & AI Readiness Assessment
Modern Data Platform Build
Trusted Metrics & Self-Service BI
Governed AI Pilot
Fractional Data Architect

Who We Serve overview
CIOs and IT leaders
Institutional research
Provosts and academic affairs
CFOs and finance
Enrollment and operations

Work Insights About Book a readiness call

Victor Manchik

Founder, NvLynx

nvlynx.com · info@nvlynx.com · LinkedIn

Trusted data. Governed AI. Built for higher education.

Aliso Viejo, CA · Pacific Time

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Insights

Points of view

Short, opinionated guidance for campus leaders and data teams on data architecture, data engineering, and governed AI.

Method and leadership · October 6, 2026 · 2 min read

Five questions your data architecture is skipping

Most campus data projects start with a platform. The good ones start with five questions Peter Drucker asked of every organization.