Navigating knowledge silos and system distrust in cross-sectoral R&D

ABSTRACT: Knowledge management (KM) is crucial for efficient cross-sectoral R&D. Our study, performed with academic and industry experts (n=17), reveals a deep distrust in formal KM platforms and a high reliance on personal networks. Based on the findings of how the personal networks serve for knowledge management and exchange, we propose a concept and basic design requirements for an AI-powered ‘knowledge orchestrator’. Accounting the promise and the capabilities of the modern AI, this AI-powered ‘knowledge orchestrator’ may serve as a new generation of KM system for modern cross-sectoral R&D.

Authors

Institutions

Publication Details

Journal
Proceedings of the Design Society
Published
2026-07-02
DOI
https://doi.org/10.1017/pds.2026.10396
Primary Topic
Personal Information Management and User Behavior
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Navigating knowledge silos and system distrust in cross-sectoral R&D

Clément Fortin, Arina Karamova, Alexey Nikolaev
Proceedings of the Design Society
Personal Information Management and User Behavior
article

Navigating knowledge silos and system distrust in cross-sectoral R&D

Clément Fortin, Arina Karamova, Alexey Nikolaev
article en

Abstract

ABSTRACT: Knowledge management (KM) is crucial for efficient cross-sectoral R&D. Our study, performed with academic and industry experts (n=17), reveals a deep distrust in formal KM platforms and a high reliance on personal networks. Based on the findings of how the personal networks serve for knowledge management and exchange, we propose a concept and basic design requirements for an AI-powered ‘knowledge orchestrator’. Accounting the promise and the capabilities of the modern AI, this AI-powered ‘knowledge orchestrator’ may serve as a new generation of KM system for modern cross-sectoral R&D.

Proceedings of the Design SocietyVol. 6
Skolkovo Institute of Science and Technology (RU)
Industry, innovation and infrastructure
Openalex Percentile: Top 4%
Personal Information Management and User Behavior
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.