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1 min readExecutive Guide

Executive Guide

Research Summary: Organizational Technology Ladders: Remote Work and Generative AI Adoption

Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
13 August 2026
Last updated
21 September 2026
Reading time
1 min
Publication type
Executive Guide
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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Research from arXiv suggests that firms progress along an 'organizational technology ladder,' where the adoption of one technology influences the cost and ease of adopting subsequent technologies. Specifically, firms that increased remote work hiring between 2021-2022 demonstrated a higher rate of generative AI mentions in job postings during 2023-2024, indicating a facilitated uptake of new technologies due to prior strategic operational shifts.

Why it matters

This research highlights the interconnectedness of technology adoption decisions, demonstrating that investments in one area can significantly pave the way for future technological integration. For organizations, understanding this 'technology ladder' is crucial for long-term strategic planning, enabling more effective sequencing of technology rollouts and capability development.

Key insights

  • Firms operate on an 'organizational technology ladder,' where initial technology adoption alters organizational capabilities and processes.
  • The adoption of a technology, such as remote work, impacts hiring practices, work processes, skill development, and organizational capital.
  • These changes in organizational capital and capabilities subsequently influence the cost and feasibility of adopting new technologies.
  • A 10 percentage point increase in remote hiring during 2021-2022 is estimated to correlate with a 0.4 percentage point increase in job postings mentioning generative AI across firms in 2023-2024.
  • This correlation strengthens to a 0.7 percentage point increase across occupations within firms, suggesting a causal link between prior technology adoption and subsequent uptake.

Source

arXiv — Computers and Society — https://arxiv.org/abs/2608.11626

Citation

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Verification ID
ASA-EXG-2026-00237
Version
v1.0 · r0
Issued
13 August 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Organizational Technology Ladders: Remote Work and Generative AI Adoption
Original authors
Attribution requires verification
Original source
arXiv — Computers and Society
Provenance status
Attribution requires verification
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