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Home Technology Big Data, Analytics & Intelligence

Why your AI proof of concept isn't enough and how to fix it

Fujitsu by Fujitsu
July 25, 2025
Why your AI proof of concept isn't enough and how to fix it

Why your AI proof of concept isn't enough and how to fix it

Scaling AI beyond the proof-of-concept (POC) stage requires a strategic approach that balances innovation with operational excellence. For technology leaders in Asia, the challenge lies in transforming experimental AI projects into enterprise-grade solutions that deliver measurable ROI. This Fujitsu whitepaper highlights critical success factors:

  • Modular design – Future-proof AI systems by adopting a Lego-like architecture, enabling seamless upgrades as technologies evolve.
  • Data governance and stewardship – Ensure high-quality, compliant data to fuel AI accuracy and avoid regulatory risks.
  • AIOps & continuous monitoring – Implement robust version control and model validation to maintain AI performance in dynamic environments.
  • Human-in-the-loop – Blend automation with expert oversight, particularly in high-stakes industries where safety and precision are non-negotiable.
  • Change management – Drive adoption by aligning AI solutions with business workflows and securing stakeholder buy-in through iterative testing.

The Fujitsu paper underscores that AI success hinges not just on technology but on cross-functional collaboration, from SMEs to cybersecurity teams. For CIOs and CTOs, the key takeaway is clear: scalable AI demands a holistic strategy—one that integrates governance, talent, and agile execution.

Click on the link to download the full whitepaper to explore how Fujitsu’s Wayfinders can help you navigate this transformation with confidence.

DOWNLOAD NOW

Related:  DX can open up to US$1.25T in market capitalisation
Tags: AI scalingAIOpsdata governancedigital transformationFujitsutech leadership
Fujitsu

Fujitsu

Fujitsu is a global leader in digital services that transform organizations and the world around us. We aim to make the world more sustainable by building trust in society through innovation. As a leading digital services provider, we empower organizations across manufacturing, logistics, retail, public sector, and other industries to realize their transformation ambitions. Our solutions are designed to foster frictionless employee and customer experiences, accelerate cloud modernization, harness data and AI for business value and growth, drive sustainable industrialization, and build strategic cybersecurity models to safeguard reputations. Through strong global alliances and regional partnerships with leading technology providers like Microsoft, ServiceNow, and SAP, alongside other specialized partners, we are committed to delivering best-of-breed, cutting-edge solutions to our valued customers.

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