From Data Chaos to AI Confidence
From Data Chaos to AI Confidence
In Partnership With
How Enterprises Are Turning Connected Data into Real Business Value
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
Xander Smart
General Manager – ASEAN, Neo4j
Mark Woodhams
Chief Revenue Officer, Neo4j
From Data Chaos to AI confidence: How Enterprises are Turning Connected Data into Real Business Value
Key Findings from the IDC Whitepaper on “The Business Value of Neo4j Graph Intelligence Platform”
Sandra Ng
Senior Vice President, WW and APJ Research, IDC
The Knowledge Layer for Enterprise AI
Philip Rathle
Chief Technology Officer, Neo4j
Open Discussion: Scaling Trusted GenAI: Why Knowledge & Context are the Missing Links
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
Xander Smart
General Manager – ASEAN, Neo4j
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 12:45 pm
Open Discussion: Scaling Trusted GenAI: Why Knowledge & Context are the Missing Links
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
From Data Chaos to AI confidence: How Enterprises are Turning Connected Data into Real Business Value
Key Findings from the IDC Whitepaper on “The Business Value of Neo4j Graph Intelligence Platform”
Philip Rathle
Philip Rathle focused on vision, evangelism, and cultivating executive relationships across the tech ecosystem. He was the company’s first product leader for more than a decade, establishing Neo4j as a leading player in the modern database landscape and growing its offering from a single database product to a rich portfolio that includes the Neo4j graph database, data science & analytics, visualization, and tools & connectors.
Philip is an early pioneer in customer data integration, and previously led Product Management for Embarcadero Technologies overseeing a portfolio of 10 database and developer products. As a consultant earlier in his career, Philip spent nearly a decade solving large-scale information processing problems for the Fortune 500, working at Tanning Technology and Accenture, with a focus on database, architecture, and data modeling. He is based in Silicon Valley.
Event Sessions
One Day Event 12:45 pm
Open Discussion: Scaling Trusted GenAI: Why Knowledge & Context are the Missing Links
Explore how connected, contextual data helps enterprises scale Generative AI responsibly by improving accuracy, trust, and governance while reducing risk.
One Day Event 12:25 pm
The Knowledge Layer for Enterprise AI
Mark Woodhams
Mark Woodhams is Chief Revenue Officer at Neo4j, overseeing the company’s global field and partner operations, services, and customer success organizations. He brings more than 35 years of leadership experience in enterprise software sales, with a track record of scaling high-performing global teams and driving sustainable revenue growth.
Prior to Neo4j. Mark was CRO at BlackLine (NASDAQ: BL) and held leadership roles at Netsuite, Oracle, Hyperion, Capgemini, and other leading organizations. He has lived and worked extensively in the US and UK, and is currently based in London.
Xander Smart
ASEAN General Manager and Sales Leader with a proven track record of scaling high-performing organisations within the APJ region. I specialise in driving substantial and sustainable revenue growth, consistently overachieving sales targets, and spearheading go-to-market strategies that bridge the gap between technical innovation and business value.
With deep expertise in AI and SaaS solutions, I focus on building strategic C-level relationships and leveraging data-driven decision-making to drive operational excellence. Whether navigating complex sales cycles or enabling multi-country teams, my goal is to deliver consistent results and foster a culture of cross-functional collaboration.
Venue
The St Regis Singapore
Meeting Room: Embassy & Consulate, Level 1
29 Tanglin Rd, Singapore 247911