Driving Enterprise AI and Insights

19 May 2026

The St. Regis Singapore

Driving Enterprise AI and Insights

Register Now
Driving Enterprise AI and Insights

Partners

Logo Logo

Overview

Can Enterprises Trust GenAI Without Context? – Connected Data, Explainability, and Governance in Enterprise AI 

By 2026, generative AI will be embedded across core enterprise workflows, increasingly influencing customer interactions, operational efficiency, and risk-related decisions. While adoption across Asia/Pacific continues to accelerate, scaling GenAI safely and responsibly remains a significant challenge for many organisations. 

 

IDC research indicates that by 2027, companies that do not prioritise high-quality, AI-ready data will experience up to a 20% productivity loss. At the same time, 65% of organisations in Asia/Pacific are expected to adopt composite AI approaches combining generative, predictive, and agentic capabilities to improve explainability and reliability. 

 

For enterprises operating in highly regulated and regionally accountable markets like Singapore, these trends highlight a critical issue: trust in GenAI is no longer determined by model performance alone, but by the quality, connectedness, and observability of the data that informs AI reasoning. 

 

This closed-door executive roundtable brings together CIOs and senior technology leaders to explore a central question: can enterprises trust GenAI at scale without a connected understanding of enterprise data, relationships, and policies? Drawing on IDC research and regional enterprise experiences, the discussion will examine how connected data and graph-based intelligence are becoming foundational to explainable, governed, and production-ready GenAI systems. 

Discussion Points

  • Why GenAI Breaks Down at Enterprise Scale
  • From Model Risk to Data and Context Risk
  • Explainability and Observability as Trust Enablers
  • Architecting for Reliable and Explainable GenAI
  • Governance Readiness for the Next Phase of GenAI

What’s in it for You?

  • Gain Research Insights: Learn from IDC’s latest global and APeJ research on AI and GenAI adoption, trends, and enterprise challenges.
  • Understand Connected Data: Discover why connected intelligence is critical for scaling AI and improving decision-making.
  • See Graph Technology in Action: Learn how graph-based approaches help organizations enhance AI accuracy, explainability, and trust.

Agenda

Driving Enterprise AI and Insights

One day event

11:30 am

Registration, Tea/Coffee & Networking

12:00 pm

Welcome Address

12:10 pm

The Future of Enterprise AI: From Data Silos to Connected Intelligence

Sandra Ng

Sandra Ng

Senior Vice President, WW and APJ Research, IDC

12:20 pm

Graph Intelligence in Action: Real-World AI Use Cases Across Industries

12:35 pm

Open Discussion: Scaling Trusted GenAI: Why Connected Data Is the Missing Link

Sandra Ng

Sandra Ng

Senior Vice President, WW and APJ Research, IDC

1:05 pm

Summary & Close

1:15 pm

Lunch and Networking

Speaker

Sandra Ng

Sandra Ng

Senior Vice President, WW and APJ Research

IDC

Read Bio

Partners

             

Venue

The St Regis Singapore

29 Tanglin Rd, Singapore 24791

The St. Regis Singapore is a premier luxury hotel located at the crossroads of Orchard Road and the Singapore Botanic Gardens, making this place perfect for an executive roundtable session.

Ready for the ultimate Graph Technology, Where Productivity Meets Intelligence?