About AbstractAI

Conceptual thinkers, applied results

Founded in Singapore, AbstractAI bridges the gap between abstract AI ambition and structured, implementable intelligence.

Modern Singapore CBD office at One Raffles Place

Our story

AbstractAI was established in 2019 by a team of strategists, architects, and designers who saw a recurring pattern: organisations rushing into AI implementation without first clarifying what problem they were solving.

We built a consultancy focused on the conceptual phase — the thinking that must happen before code. Today, we serve clients across Singapore's financial district, healthcare clusters, and government agencies, helping them define AI initiatives with clarity and confidence.

Our name reflects our philosophy: the best AI outcomes emerge when abstract ideas are given structure, geometry, and purpose.

Leadership team

The people behind the concepts

Dr. James Wong

Founder & Chief Strategist

Former enterprise architect with 18 years in financial services AI. PhD in Cognitive Systems from NUS. Leads strategy and executive advisory engagements.

Sarah Chen

Head of Architecture

Specialises in LLM and RAG system design. Previously led AI platform teams at two Singapore unicorns. AWS and Azure certified solutions architect.

Raj Kumar

Director of Innovation

Design thinking facilitator with background in product innovation labs. Runs AbstractAI's workshop programmes and concept sprint engagements.

Lisa Teo

Lead Data Architect

Expert in data governance, PDPA compliance, and analytics architecture. Certified in Google Cloud Professional Data Engineering.

Michael Ho

Senior Consultant, NLP

Multilingual NLP specialist covering English, Mandarin, and Malay language models. Focus on document intelligence and conversational AI.

Amira Noor

Client Director

Manages enterprise client relationships across APAC. Background in management consulting with focus on digital transformation programmes.

Certifications

Qualified and verified

Our team holds industry-recognised certifications across cloud, AI, and data disciplines.

AWS Solutions Architect

Professional level — 4 certified consultants

Azure AI Engineer

Associate level — 3 certified consultants

Google Cloud Professional

Data Engineering & ML — 2 certified

PDPA Compliance

Data Protection Officer certified — all leads

Singapore focus

Rooted in the Lion City

Local presence

Our headquarters at One Raffles Place places us at the heart of Singapore's financial and enterprise ecosystem, with easy access to clients across the CBD and Marina Bay.

Regulatory expertise

Deep familiarity with PDPA, MAS technology risk guidelines, and sector-specific AI governance requirements for banking, healthcare, and public sector.

APAC network

Partnerships with implementation firms across Singapore, Malaysia, and Australia enable seamless handoff from concept to build for regional programmes.

Work with our team

Whether you need a strategy session or a full architecture engagement, we are ready to help clarify your AI vision.