Enterprise AI Platforms: Why They Create Technical Debt

Vendor keynotes promise unified AI stacks, but the reality is different. Most enterprise platforms accumulate technical debt faster than business value. Learn why bundled solutions often fail and what actually works. Full article: https://davidohnstad.net/enterprise-ai-platforms-technical-debt/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23893020
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enterprise AI Platforms: Why They Create Technical Debt

David Ohnstad
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence Applications
article

Enterprise AI Platforms: Why They Create Technical Debt

David Ohnstad
article en

Abstract

Vendor keynotes promise unified AI stacks, but the reality is different. Most enterprise platforms accumulate technical debt faster than business value. Learn why bundled solutions often fail and what actually works. Full article: https://davidohnstad.net/enterprise-ai-platforms-technical-debt/

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 17%
Artificial Intelligence Applications
DOIOpen Access PDFOpenAlex
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.

Laika access coming soon
Enterprise AI Platforms: Why They Create Technical Debt — David Ohnstad · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS