Ex-KPMG AI Partner Launches Singapore Firm GFF AI to Engineer 'AI-Native Enterprises'

Singapore's AI services market has no shortage of consultancies, system integrators and cloud partners telling enterprises to adopt AI. The harder question, increasingly, is how a company becomes genuinely AI-native rather than a digital business with a few tools bolted on. A new Singapore-headquartered firm, GFF AI, is betting that the answer lies in treating enterprise transformation as an engineering discipline — one that unifies strategy, infrastructure, agents and governance under a single model.

Founded by Dr. Ashish Chandra, a former AI Partner at KPMG, GFF AI launched on Aug 4 from Singapore with what it calls Enterprise Intelligence Engineering. The model rests on four pillars: an enterprise intelligence platform (spanning AI factories, knowledge graphs, memory networks and digital twins), agentic AI systems built on private LLMs and multi-agent operating systems, sovereign AI infrastructure advisory for enterprises and governments, and responsible AI governance including AI FinOps. The company will initially target banking, insurance, government, defence, manufacturing, healthcare and telecommunications — sectors where AI pilots have proliferated but production deployment remains patchy.

The launch arrives as Singapore cements its position as a regional base for AI companies serving regulated industries and the public sector. GFF AI's emphasis on sovereign AI — infrastructure and models that governments and firms control directly — mirrors a broader regional shift, seen in MAS's agentic finance safeguards and the government's push for AI governance frameworks, where data control and explainability are becoming procurement requirements as much as technical preferences. The four-pillar pitch is also a direct response to a familiar failure mode: enterprises that buy separate consulting, cloud and software projects and end up with disconnected experiments.

For Singapore's enterprise buyers, the significance is timing. Many organisations here have moved past the pilot stage and are now wrestling with how to operationalise AI across core systems — which is exactly the gap GFF AI is targeting with its "AI factories" and board-level AI command centres. Its focus on AI FinOps and governance also speaks to the growing CFO-level scrutiny of AI spend, a theme that has been top of mind as budgets tighten across the region.

Why it matters for Singapore: GFF AI's decision to launch from Singapore — and to engage with regional events like GITEX Asia — adds another node to the city-state's AI services ecosystem, one aimed squarely at the sovereign and governance end of the market. As more global AI players use Singapore as their Asia base, the local competition for enterprise AI transformation budgets will intensify, which ultimately benefits the Singapore enterprises that can now choose from a wider range of approaches to becoming AI-native.