From Ledger to Service

Educause Annual Conference 2026 - Poster session Session Abstract: Higher education IT organizations are under increasing pressure to explain costs, demonstrate value, and support fact based decision making—yet traditional financial accounting structures rarely align with how IT services are delivered or consumed. This poster presents Penn State IT’s journey to develop a scalable, repeatable IT Cost of Services (IT COS) model grounded in the Technology Business Management (TBM) framework. By recasting general ledger data into service offerings and allocating labor and indirect costs using transparent business rules, Penn State is enabling more meaningful conversations about cost, consumption, performance, and value. The session outlines the collaborative operating model between Financial Operations, the Service Management Office, and Service Offering Owners; describes practical methods for mapping expenses to services; and shares early insights, challenges, and lessons learned. Attendees will leave with actionable strategies for advancing IT cost transparency without waiting for perfect data or tools.

Authors

Publication Details

Journal
ScholarSphere (Penn State Libraries)
Published
2026-09-28
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

From Ledger to Service

Jerry Krawczyk, Jeff Minelli
ScholarSphere (Penn State Libraries)
Big Data and Business Intelligence
article

From Ledger to Service

Jerry Krawczyk, Jeff Minelli
article en

Abstract

Educause Annual Conference 2026 - Poster session Session Abstract: Higher education IT organizations are under increasing pressure to explain costs, demonstrate value, and support fact based decision making—yet traditional financial accounting structures rarely align with how IT services are delivered or consumed. This poster presents Penn State IT’s journey to develop a scalable, repeatable IT Cost of Services (IT COS) model grounded in the Technology Business Management (TBM) framework. By recasting general ledger data into service offerings and allocating labor and indirect costs using transparent business rules, Penn State is enabling more meaningful conversations about cost, consumption, performance, and value. The session outlines the collaborative operating model between Financial Operations, the Service Management Office, and Service Offering Owners; describes practical methods for mapping expenses to services; and shares early insights, challenges, and lessons learned. Attendees will leave with actionable strategies for advancing IT cost transparency without waiting for perfect data or tools.

ScholarSphere (Penn State Libraries)
Decent work and economic growth
Openalex Percentile: Top 6%
Big Data and Business Intelligence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Ledger to Service — Jerry Krawczyk, Jeff Minelli · ScholarSphere (Penn State Libraries) (2026) | TGRS Research Map | TGRS