THE WHY AND WHAT OF AI DEPLOYMENT AND INNOVATION IN COMPANIES — RESULTS AND LEARNINGS FROM A SYSTEMATIC LITERATURE RESEARCH ENLIGHTENED BY THE CAPABILITY THEORY

Despite soaring interest in Artificial Intelligence (AI), only one-tenth of companies have reported tangible business results. We conducted a Systematic Literature Research on peer-reviewed reports to establish an updated status and baseline of AI deployment for research and companies. We analysed selected peer-reviewed articles for deployment objectives, approaches, results, and learnings. This research confirms that AI is still at the early stages of deployment and innovation in companies. Deploying AI successfully represents a management — rather than a technology — challenge. It requires more cognisance, innovation, learning, and effort than generally thought. Through the results and a novel conceptual framework, this research increases the knowledge and emphasises the importance of the pre-deployment from theoretical and practical viewpoints. The Sensing stage of the Dynamic Capability theory aligns well with the developed pre-deployment concept. We propose several research topics to increase the knowledge and theoretical understanding of deploying AI cognisably for business and stakeholder benefits.

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Publication Details

Journal
International Journal of Innovation Management
Published
2024-10-01
DOI
https://doi.org/10.1142/s1363919624500294
Citations
1
Primary Topic
Innovation and Knowledge Management
Type
article
Field-Weighted Citation Impact
0.55
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article

THE WHY AND WHAT OF AI DEPLOYMENT AND INNOVATION IN COMPANIES — RESULTS AND LEARNINGS FROM A SYSTEMATIC LITERATURE RESEARCH ENLIGHTENED BY THE CAPABILITY THEORY

Jari Porras, Päivi Hokkanen, Seppo Ruotsalainen, Olli Kuivalainen
1 citations
International Journal of Innovation Management
Innovation and Knowledge Management
0.55
article

THE WHY AND WHAT OF AI DEPLOYMENT AND INNOVATION IN COMPANIES — RESULTS AND LEARNINGS FROM A SYSTEMATIC LITERATURE RESEARCH ENLIGHTENED BY THE CAPABILITY THEORY

Jari Porras, Päivi Hokkanen, Seppo Ruotsalainen, Olli Kuivalainen
article en
1 citations

Abstract

Despite soaring interest in Artificial Intelligence (AI), only one-tenth of companies have reported tangible business results. We conducted a Systematic Literature Research on peer-reviewed reports to establish an updated status and baseline of AI deployment for research and companies. We analysed selected peer-reviewed articles for deployment objectives, approaches, results, and learnings. This research confirms that AI is still at the early stages of deployment and innovation in companies. Deploying AI successfully represents a management — rather than a technology — challenge. It requires more cognisance, innovation, learning, and effort than generally thought. Through the results and a novel conceptual framework, this research increases the knowledge and emphasises the importance of the pre-deployment from theoretical and practical viewpoints. The Sensing stage of the Dynamic Capability theory aligns well with the developed pre-deployment concept. We propose several research topics to increase the knowledge and theoretical understanding of deploying AI cognisably for business and stakeholder benefits.

International Journal of Innovation ManagementVol. 28(07n08)
Lappeenranta-Lahti University of Technology (FI)
Industry, innovation and infrastructure
Openalex Percentile: Top 21%
Innovation and Knowledge Management
0.55
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THE WHY AND WHAT OF AI DEPLOYMENT AND INNOVATION IN COMPANIES — RESULTS AND LEARNINGS FROM A SYSTEMATIC LITERATURE RESEARCH ENLIGHTENED BY THE CAPABILITY THEORY — Jari Porras, Päivi Hokkanen, et al. · International Journal of Innovation Management (2024) | TGRS Research Map | TGRS