RECENT STORIES:

Addressing digital sovereignty in a data-driven world
EV-adoption optimisms and anxieties: the battery clock is ticking down...
Siemens Digital Industries Software users share their transformation j...
Award-winning businesses share their data integration, API management ...
Chatting with AI sycophants will get you nowhere… or worse
THE GENERATION ESSENTIALS GROUP AND BLACK SPADE ACQUISITION II CO COMP...
LOGIN REGISTER
DigiconAsia
  • Features
    • Featured

      Siemens Digital Industries Software users share their transformation journeys

      Siemens Digital Industries Software users share their transformation journeys

      Thursday, June 5, 2025, 4:27 PM Asia/Singapore | Case Studies, Features, Newsletter
    • Featured

      Illegal content streaming syndicates involve much deeper criminal activities than you think

      Illegal content streaming syndicates involve much deeper criminal activities than you think

      Monday, June 2, 2025, 1:48 PM Asia/Singapore | Features, Newsletter
    • Featured

      NRF 2025 APAC to showcase top innovations transforming regional retail

      NRF 2025 APAC to showcase top innovations transforming regional retail

      Friday, May 30, 2025, 11:58 AM Asia/Singapore | Features, Newsletter
  • News
    • Featured

      EV-adoption optimisms and anxieties: the battery clock is ticking down…

      EV-adoption optimisms and anxieties: the battery clock is ticking down…

      Thursday, June 5, 2025, 5:20 PM Asia/Singapore | News, Newsletter
    • Featured

      Chatting with AI sycophants will get you nowhere… or worse

      Chatting with AI sycophants will get you nowhere… or worse

      Thursday, June 5, 2025, 2:40 PM Asia/Singapore | News, Newsletter
    • Featured

      AI model o3 defies shutdown commands autonomously, with code tampering

      AI model o3 defies shutdown commands autonomously, with code tampering

      Friday, May 30, 2025, 6:07 PM Asia/Singapore | News, Newsletter
  • Perspectives
  • Tips & Strategies
  • Whitepapers
  • Awards 2023
  • Directory
  • E-Learning

Select Page

Features

AI breakthroughs outpacing organizations’ ability to leverage them

By Victor Ng | Wednesday, April 23, 2025, 9:59 AM Asia/Singapore

AI breakthroughs outpacing organizations’ ability to leverage them

GenAI initiatives fail to scale successfully due to inconsistent, outdated and biased data eroding trust and hindering decision-making. What steps should an organization take to overcome these hurdles in the fastest timeframe possible?

Garavello: Scaling GenAI initiatives successfully requires a foundation of high-quality, up-to-date, and unbiased data. Without careful attention to data integrity, AI can produce incomplete, false, or biased results—leading to ethical risks, reputational damage, and poor decision-making. Organizations must take proactive steps to overcome these challenges by ensuring data consistency, governance, and scalability

The most effective way to address these hurdles is by committing to a robust data strategy that prioritizes access to high-quality, well-harmonized, and accurate data. This involves deploying scalable data architectures with strong governance and security measures. For example, by leveraging Qlik’s data integration capabilities and utilizing the Singapore cloud region for local analytics deployment, Singlife streamlined its claims process, achieving a three-fold increase in efficiency and a 35% reduction in data analysis costs.

A key step for organizations is to enhance data quality through stringent integration and governance practices. Data from applications, transactional databases, and IoT systems should be efficiently processed into management systems such as data warehouses, lakes, or lakehouses. A federated approach enables organizations to access and utilize decentralized data without requiring full centralization, accelerating insights while reducing costs.

By synthesizing data from diverse sources, businesses can improve the robustness of AI models, reducing biases and enhancing accuracy. A well-governed data infrastructure ensures that AI solutions can deliver reliable, actionable insights—allowing organizations to scale GenAI initiatives with confidence, maximize efficiency, and drive meaningful business outcomes.

Are low-code/no-code tools the answer to these GenAI challenges? To what extent?

Garavello: Low-code/no-code tools are crucial for streamlining GenAI implementation as they enable faster development without requiring deep technical expertise. According to IDC, more than half (56%) of organizations across Asia Pacific are turning to low-code and no-code AI tools to simplify GenAI implementation. Notably, 74% see these tools as critical for AI expansion, allowing developers to focus more on higher value tasks such as creative problem solving and those with greater strategic impact.

For example, SAPPORO Holdings leveraged Qlik Cloud’s low-code development and user-friendly UI to build in-house integration with new data sources, reducing future costs for building data integration by around 80% and enabling plans which reduce development time by more than 75%.

SAPPORO can now solve issues relating to the requirements for utilizing data in business departments at an early stage and has also created a system infrastructure that will enable them to sustainably contribute to profits through such activities.

But to truly solve GenAI challenges, businesses must look at the foundational element of good AI, and that is good data that is diverse, timely, accurate, and secure. Start with AI-ready data to ensure reliability and trustworthiness in AI to set the business up for success in the long run.

Pages: 1 2

Share:

PreviousNavigating the challenges businesses face in adopting supercomputing for AI
NextWhat a $150m AI startup taught the USA’s bloated US$146bn AI industry

Related Posts

It’s off to the clouds for Australian bank’s customer loyalty program

It’s off to the clouds for Australian bank’s customer loyalty program

September 29, 2020

Spearheading sustainability in outer space: an urgent concern

Spearheading sustainability in outer space: an urgent concern

July 6, 2022

This cloud-based solution can lower energy consumption in buildings autonomously

This cloud-based solution can lower energy consumption in buildings autonomously

April 7, 2020

Come recession or political tensions, the financial services industry is set to harness AI

Come recession or political tensions, the financial services industry is set to harness AI

January 9, 2024

Leave a reply Cancel reply

You must be logged in to post a comment.

Awards Nomination Banner

gamification list

PARTICIPATE NOW

top placement

Whitepapers

  • Achieve Modernization Without the Complexity

    Achieve Modernization Without the Complexity

    Transforming IT infrastructure is crucial …Download Whitepaper
  • 5 Steps to Boost IT Infrastructure Reliability

    5 Steps to Boost IT Infrastructure Reliability

    In today's fast-evolving tech landscape, …Download Whitepaper
  • Simplify Payroll Setup for Your Small Business

    Simplify Payroll Setup for Your Small Business

    In our free guide, "How …Download Whitepaper
  • Overcoming the Challenges of Cost & Complexity in the Cloud-first Era.

    Overcoming the Challenges of Cost & Complexity in the Cloud-first Era.

    Download Whitepaper

Middle Placement

Case Studies

  • Siemens Digital Industries Software users share their transformation journeys

    Siemens Digital Industries Software users share their transformation journeys

    How a marine industry disruptor, …Read More
  • Award-winning businesses share their data integration, API management and AI journeys

    Award-winning businesses share their data integration, API management and AI journeys

    Lexitas and NFI Industries, two …Read More
  • Tackling logistics and supply chain challenges with digitalization: Thanakorn Vegetable Oil Products

    Tackling logistics and supply chain challenges with digitalization: Thanakorn Vegetable Oil Products

    Implementing real-time shipment tracking, improved …Read More
  • Flying ahead with AI and automation

    Flying ahead with AI and automation

    Cathay scales up to meet …Read More

Bottom Sidebar

Other News

  • THE GENERATION ESSENTIALS GROUP AND BLACK SPADE ACQUISITION II CO COMPLETE BUSINESS COMBINATION

    June 5, 2025
    – The Generation Essentials Group’s …Read More »
  • NEW CENTURY LOGISTICS UNVEILS MAJOR MILESTONES FOR 2025

    June 4, 2025
    HONG KONG, June 4, 2025 …Read More »
  • NYSE Content Advisory: Pre-Market update + U.S. & China expected to speak

    June 4, 2025
    NEW YORK, June 4, 2025 …Read More »
  • Marvion Inc. Stock Leaves the Pink and Makes the Leap to OTCQB

    June 4, 2025
    HONG KONG, June 4, 2025 …Read More »
  • Faraday Factory Has Started Delivery of Superconductor Tapes for 200,000 Ampere Busbar to be installed at Aluminum Smelter Plant in Hamburg, Germany

    June 4, 2025
    The world’s largest industrial superconducting …Read More »
  • Our Brands
  • CybersecAsia
  • MartechAsia
  • Home
  • About Us
  • Contact Us
  • Sitemap
  • Privacy & Cookies
  • Terms of Use
  • Advertising & Reprint Policy
  • Media Kit
  • Subscribe
  • Manage Subscriptions
  • Newsletter

Copyright © 2025 DigiconAsia All Rights Reserved.