Data Quality stories
Greater AI spending is set to expose data and governance gaps unless companies first fix the operational foundations, Forrester says.
Many organisations are still testing AI in pilots, as executives say trust, governance and measurable results now matter more than hype.
Governance gaps are emerging as hospitals, contact centres and enterprises push AI into frontline operations, raising risk and accountability concerns.
Local firms risk losing customers unless their online details, reviews and booking options are clear enough for AI tools to recommend them.
Adoption is stalling where firms lack clean data, strong workflows and guardrails, raising risks in retail, healthcare and IT.
Customers can now buy Simform's data modernisation tool through Microsoft Marketplace, with purchases counting towards Azure spending commitments.
Stricter EU rules are pushing firms to prove AI is governed properly, as the new CMMI AIM framework adds assessments and certification.
Boards are demanding clearer strategy and proof of savings as manufacturers and retailers move AI from pilots into core operations.
The technology is spreading fast across mobility teams, but only 6% have embedded it into structured workflows and controls remain patchy.
Boards are being urged to fix data quality, fraud controls and infrastructure before AI adoption numbers start to matter.
Attackers can now weaponise newly disclosed flaws in hours, leaving businesses exposed unless security teams move to real-time oversight.
Better customer data is becoming essential as AI agents start to shape product discovery, loyalty and campaign choices in real time.
Boards are rushing into AI deployments, but leaders say weak data governance and security gaps are now threatening trust and returns.
Governance gaps are emerging as enterprises push autonomous AI from pilots into real-time edge systems across Asia-Pacific.
Staff can now pull member data in plain English after Corning Credit Union cut wait times from weeks to near-instant ad hoc searches.
Banks now face a capped GBP £85,000 reimbursement bill per claim as synthetic identity fraud turns into a direct liability under tighter UK rules.
Security teams using Claude can now tap into IANS' practitioner-validated intelligence, reducing reliance on generic web sources for urgent cyber decisions.
Boards now face rising pressure to govern AI agents and multiple tools as enterprises embed the technology across security, CX and IT.
AI tools are already being used in Australian clinics, but weak oversight could turn helpful alerts into avoidable patient harm.
The new framework puts AI policy at the centre of Canberra's productivity and security agenda as businesses brace for tighter governance.
