RECENT STORIES:

Addressing digital sovereignty in a data-driven world
Hidden “personas” in GenAI LLMs raise hopes (and doubts) about future ...
Seven practical steps to align executives and IT on data resilience  
NaaS Technology Inc. Received Nasdaq Notification Regarding Minimum Ma...
The 6th Qingdao Multinationals Summit closes, with $5.93b deals for 40...
QMMM Announces Pricing of $8 Million Public Offering of Ordinary Share...
LOGIN REGISTER
DigiconAsia
  • Features
    • Featured

      Does ROI really matter in AI?

      Does ROI really matter in AI?

      Thursday, June 19, 2025, 2:57 PM Asia/Singapore | Features
    • Featured

      Reinventing insurance IT: A case study in digital transformation

      Reinventing insurance IT: A case study in digital transformation

      Friday, June 13, 2025, 11:22 AM Asia/Singapore | Features, Newsletter
    • 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
  • News
    • Featured

      Hidden “personas” in GenAI LLMs raise hopes (and doubts) about future alignment fixes

      Hidden “personas” in GenAI LLMs raise hopes (and doubts) about future alignment fixes

      Sunday, June 22, 2025, 7:06 PM Asia/Singapore | News
    • Featured

      Mitigating high inflation with high tech: Fairprice Group (Singapore) taps cloud and AI

      Mitigating high inflation with high tech: Fairprice Group (Singapore) taps cloud and AI

      Friday, June 20, 2025, 11:23 AM Asia/Singapore | Case Studies, News
    • Featured

      Zuno General Insurance blazes new trails in reforming driver behavior in India

      Zuno General Insurance blazes new trails in reforming driver behavior in India

      Friday, June 20, 2025, 11:08 AM Asia/Singapore | Case Studies, News, Newsletter
  • Perspectives
  • Tips & Strategies
  • Whitepapers
  • Awards 2023
  • Directory
  • E-Learning

Select Page

Tips & Strategies

Why AI governance Is critical for sustainable, responsible software development

By Leonard Tan, Regional Director (Singapore, Malaysia, Brunei, Greater China Region), OutSystems | Monday, May 26, 2025, 4:20 PM Asia/Singapore

Why AI governance Is critical for sustainable, responsible software development

Explore how structured oversight and strategic frameworks can help organizations harness generative AI technology benefits while minimizing SDLC technical debt.

One area where generative AI (GenAI) adoption has accelerated dramatically is software development, where tools such as code generators and agents are transforming how engineers work.

However, this is not without challenges. While AI-powered coding tools introduce efficiencies, they can also create long-term risks that many businesses are only beginning to experience. Without proper security and governance guardrails, AI-generated code is often unpredictable, inconsistent, and difficult to maintain. This can lead to the accumulation of inefficient, unstructured code that hinders future development and racks up costs that are referred to as “technical debt”.

Therefore, AI adoption gains momentum, AI governance must not be left lagging behind, as technical debt . puts organizations at risk of compounding the very inefficiencies they set out to eliminate.

Why Gen-AI software development can fall short
While AI-powered coding assistants accelerate tasks, the output often comes with hidden costs, primarily around maintainability. When the entire software development cycle is not properly managed, GenAI code can lack full-lifecycle oversight, resulting in code inconsistencies and governance gaps that worsen over time.

One key area where AI-generated code falls short is quality. Unlike human-written code, AI-generated outputs can be verbose and tough to decipher. Eventually, this can give rise to “orphaned code” (segments no one fully understands or knows how to update), making future development more expensive and time-consuming.

Another challenge is fragmentation. Many businesses typically adopt AI tools targeted at different stages of the software development lifecycle (SDLC) — for example, using one for code generation and another for deployment. This patchwork approach, however, creates silos and complexity, rather than streamlining workflows. Without a thorough framework tying and governing everything together, organizations using GenAI for software development may be exposed to compliance gaps, security risks, and operational inefficiencies, making long-term application maintenance a costly endeavor.

The governance-first approach to software development
Instead of treating AI as merely a tool to accelerate coding, organizations need to take a governance-first approach: one that ensures AI-generated code is secure, explainable, and sustainable from the start.

Here is the general framework:

  1. The AI adoption strategy for software development must have security, compliance, and maintainability engineered in from the start. Security must be a priority. AI-generated code must be continuously validated, monitored, and assessed to prevent compliance gaps before they become liabilities.
  2. Developers must have visibility into AI’s role in development.  This ensures effective refinement and governance of its usage.
  3. Ensure that AI can be scaled effectively, by being embedded throughout the entire software development lifecycle. This calls for structured workflows that not only circumvent redundant or excessive code, but also empower continuous improvement and rapid iteration with advanced capabilities.
  4. Adopting a structured development environment that integrate security, compliance, and automation ensures that governance is embedded at every stage, from build to development. AI can drive real, long-term innovation in software development, but only if governance remains at the core of its adoption.

AI adoption within a structured environment cannot be an afterthought. Without a structured approach, organizations risk not just inefficiencies, but long-term complexity that becomes costly to unwind.

Organizations that treat AI governance as a priority, rather than a challenge to work around, will be the ones that can innovate sustainably without the burden of technical debt.

Share:

PreviousXinhua Silk Road: China (Chongqing)-UAE Economic and Trade Investment Promotion Conference Convened in Chongqing
NextThe 20th Western China International Fair opens, drawing over 3,000 enterprises

Related Posts

Singapore’s TradeTrust initiative gains SWIFT impetus for global digitalization

Singapore’s TradeTrust initiative gains SWIFT impetus for global digitalization

October 6, 2020

Lusail City to boot up a “smart city operating system” by 2027

Lusail City to boot up a “smart city operating system” by 2027

October 16, 2024

Hong Kong’s first-ever digital insurer adopts national identity authentication platform

Hong Kong’s first-ever digital insurer adopts ‘iAM Smart” national identity authentication system

April 29, 2021

Banking on the Cloud to stay relevant, innovative and sustainable

Banking on the Cloud to stay relevant, innovative and sustainable

August 12, 2020

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

  • Mitigating high inflation with high tech: Fairprice Group (Singapore) taps cloud and AI

    Mitigating high inflation with high tech: Fairprice Group (Singapore) taps cloud and AI

    Given Singapore’s high standard of …Read More
  • Zuno General Insurance blazes new trails in reforming driver behavior in India

    Zuno General Insurance blazes new trails in reforming driver behavior in India

    A crash-detection feature in the …Read More
  • Dai-ichi Life Group ventures into India with a build-operate-transfer digitalization incubation plan

    Dai-ichi Life Group ventures into India with a build-operate-transfer digitalization incubation plan

    Identifying overseas talent pools and …Read More
  • From startup to global enterprise: How Canva is preparing for the AI era

    From startup to global enterprise: How Canva is preparing for the AI era

    A unified data platform now …Read More

Bottom Sidebar

Other News

  • NaaS Technology Inc. Received Nasdaq Notification Regarding Minimum Market Value Deficiency

    June 21, 2025
    BEIJING, June 21, 2025 /PRNewswire/ …Read More »
  • The 6th Qingdao Multinationals Summit closes, with $5.93b deals for 40 agreements signed

    June 20, 2025
    QINGDAO, China, June 20, 2025 …Read More »
  • QMMM Announces Pricing of $8 Million Public Offering of Ordinary Shares

    June 20, 2025
    HONG KONG, June 20, 2025 /PRNewswire/ …Read More »
  • FinVolution Group Prices Offering of US$130 Million Convertible Senior Notes

    June 20, 2025
    SHANGHAI, June 20, 2025 /PRNewswire/ …Read More »
  • UTM RANKED 153RD IN QSWUR 2026: INNOVATING SUSTAINABLE SOLUTIONS FOR A BETTER FUTURE

    June 20, 2025
    JOHOR BAHRU, Malaysia, June 20, …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.