From Data Chaos to AI Confidence
How Enterprises Are Turning Connected Data into Real Business Value
In Partnership With
Overview
As enterprises scale AI from experimentation to production, a critical gap is emerging – AI systems are only as reliable as the data context behind them. Many organisations are discovering that traditional data architectures built to store data, not relationships, are limiting their ability to deliver accurate, explainable, and scalable AI outcomes.
Recent IDC research shows that organisations adopting graph-based approaches are seeing 44% fewer GenAI hallucinations, 53% faster queries, and achieving a 230% ROI with a payback period of just 7.8 months. At the same time, they are unlocking millions in annual business value by enabling new use cases, improving decision-making, and accelerating time to market.
This closed-door executive roundtable brings together CIOs and senior technology leaders to engage in an interactive discussion with peers on how to evolve their data and AI strategies from fragmented data environments to trusted, context-rich intelligence platforms.
Why Attend
- 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 organisations enhance AI accuracy, explainability, and trust.
Agenda
From Data Chaos to AI Confidence
One Day Event
Registration, Tea/Coffee & Networking
Welcome Address
Mark Woodhams
Chief Revenue Officer, Neo4j
The Future of Enterprise AI: From Data Silos to Connected Intelligence
As AI adoption accelerates, data silos remain a major barrier to scale. This session explores how enterprises can unify fragmented data, enable real-time insights, and build connected intelligence that drives smarter decisions and business growth.
Sandra Ng
Senior Vice President, WW and APJ Research, IDC
Graph Intelligence in Action: Real-World AI Use Cases Across Industries
Graph intelligence is transforming how organizations uncover relationships, detect patterns, and generate actionable insights.
Philip Rathle
Chief Technology Officer, Neo4j
Open Discussion: Scaling Trusted GenAI: Why Connected Data Is the Missing Link
Explore how connected, contextual data helps enterprises scale Generative AI responsibly by improving accuracy, trust, and governance while reducing risk.
Sandra Ng
Senior Vice President, WW and APJ Research, IDC
Philip Rathle
Chief Technology Officer, Neo4j
Summary and Close
Sandra Ng
Senior Vice President, WW and APJ Research, IDC
Lunch and Networking
Speakers
Sandra Ng
Sandra Ng is Group Vice President and General Manager for IDC Asia/Pacific including Japan (APJ) research. Based in Singapore, she is responsible for thought leadership and deep-dive insights and advisory content on IDC’s 3rd Platform disruptive pillars of Cloud, Mobility, Big Data Analytics, and Social along with C-suite (CIO, CMO, CEO, COO, CFO and CxO) research and tech buyer engagements as well as the Service Provider industry. In her role, she advises both tech buyers (CIO and LoB) and IT suppliers/enablers across the ICT marketplace.
As IT becomes the epicenter of our economy, IDC sees the intersection of Digital Transformation (DX) and the 3rd Platform’s Innovation Stage. Here is where we see governments, industries and consumers consuming the four technology pillars as well as increasingly the six innovation accelerators (Internet of Things or IoT, cognitive computing, 3D printing, robotics, next-gen security, and augmented/virtual reality [AR/VR]). To this end, IDC created a portfolio of tech buyer/end-user research and methodology frameworks, the IDC DecisionScapes, to provide targeted advice in an increasingly complex and fast-paced marketplace.
Sandra leads a team of IDC’s senior analysts with collective expertise across the ICT industry. This team leverages the core research created by IDC’s Asia/Pacific Domain Research Group, through contextualizing the content and increasing its relevance for clients and their businesses. This value creation process enhances the proposition IDC brings to strategy, planning and market intelligence stakeholders. This unique delivery of research content also brings with it IDC’s thought leadership analysis and business executive insights for marketing, product management, sales and strategic leadership teams within the client’s organization.
Along with the Domain Research team, the Practice Group extensively collaborates with IDC’s Integrated Marketing Programs (IMP), IDC’s Industry Insights, and IDC’s Consulting organizations to provide a comprehensive scope of intelligence services to meet the diverse needs of today’s dynamic and complex technology marketplace.
From research to IDC’s customized go-to-market services (GMS) to executive roundtables and end-user events, Sandra and her team provide independent and insightful perspectives of market conditions, assisting clients in making informed business decisions and achieving business goals.
Sandra’s role also extends beyond quality research content delivery. She plays a key role in driving forward-looking assessment and analysis, often sharing her market insights and predictions to Asia Pacific management teams and heads of strategy within her customer base. She moderates and engages extensively with the client communities, including both traditional technology buyers and increasingly influential line of business heads often leveraging the IDC DecisionScape methodologies and deep-dive research.
Sandra has been in the Information and Communications Technology (ICT) advisory and consulting industry for 20 years. While her technology research expertise is vast and diverse, she is best known in the industry for her Telecommunications knowledge and opinions within the Asia Pacific region. Her ability to discuss broad, strategic and converged issues across the ICT industry enables her to engage with many C-level management teams and technology executives in Asia.
Prior to joining IDC, Sandra was with Gartner/Dataquest for more than four years, where she was managing a variety of IT research projects ranging from midrange systems to peripherals. In addition to base unit research, she was actively leading in channel and consulting work.
Sandra has established a keen following within the Asia Pacific media fraternity and is frequently quoted in leading regional business and trade publications such as the Asian Wall Street Journal, Computer World, Telecom Asia, tele.com and Wireless World, and also in locally-based media such as Singapore’s Business Times and Hong Kong’s South China Morning Post. She is often invited to present IDC’s opinions on CNBC Asia, Bloomberg and Channel News Asia. Sandra is also a regular keynote speaker at global and regional ICT conferences.
Fluent in English and Mandarin, Sandra graduated from National University of Singapore with a Bachelor of Business Administration degree.
Event Sessions
One Day Event 1:05 pm
Summary and Close
One Day Event 12:35 pm
Open Discussion: Scaling Trusted GenAI: Why Connected Data Is the Missing Link
Explore how connected, contextual data helps enterprises scale Generative AI responsibly by improving accuracy, trust, and governance while reducing risk.
One Day Event 12:10 pm
The Future of Enterprise AI: From Data Silos to Connected Intelligence
As AI adoption accelerates, data silos remain a major barrier to scale. This session explores how enterprises can unify fragmented data, enable real-time insights, and build connected intelligence that drives smarter decisions and business growth.
Mark Woodhams
Philip Rathle
Event Sessions
One Day Event 12:35 pm
Open Discussion: Scaling Trusted GenAI: Why Connected Data Is the Missing Link
Explore how connected, contextual data helps enterprises scale Generative AI responsibly by improving accuracy, trust, and governance while reducing risk.
One Day Event 12:20 pm
Graph Intelligence in Action: Real-World AI Use Cases Across Industries
Graph intelligence is transforming how organizations uncover relationships, detect patterns, and generate actionable insights.
Partner
IN PARTNERSHIP WITH
Neo4j
Neo4j is the graph intelligence platform that transforms data into knowledge to power the next generation of intelligent applications and AI systems. It includes enterprise-ready knowledge graphs for accurate, explainable, and governed AI; the most comprehensive, trusted, and easy-to- deploy graph data capabilities across any environment and data source; and an unmatched ecosystem trusted by 84 of the Fortune 100 and supported by the world’s largest graph community.
Venue
The St Regis Singapore
Meeting Room: Embassy & Consulate, Level 1
29 Tanglin Rd, Singapore 24791