SMF, SGTech and APGA Join Forces to Build Agentic AI Tool for SME Sustainability

Three of Singapore's leading industry bodies have teamed up to build an agentic artificial intelligence tool designed to help small and medium enterprises navigate the growing complexity of environmental sustainability reporting and action. The Singapore Manufacturing Federation (SMF), SGTech and the Asia Pacific Green Alliance (APGA) signed a Memorandum of Understanding to develop the tool, which will use AI agents to guide companies through sustainability assessments and provide tailored recommendations.

The collaboration addresses a well-documented gap in Singapore's sustainability journey: while most SMEs recognise the importance of environmental goals, many struggle to translate regulatory frameworks and reporting requirements into practical day-to-day action. The agentic AI tool is designed to bridge this divide by letting companies conduct self-assessments, identify specific areas for improvement, and receive step-by-step guidance — all through an AI-powered interface rather than relying on expensive external consultants.

Under the partnership, SGTech will lead the design and development of the AI tool, drawing on its deep pool of technology expertise across Singapore's digital economy. Grant Thornton Singapore will provide technical review support to ensure the tool's recommendations meet professional standards. The platform will integrate the requirements of Singapore's newly launched national specification for sustainability, as well as the Green Excellence for Manufacturing and Green Excellence for Business marks — two certification schemes that give SMEs a structured pathway to demonstrate their environmental credentials.

The move is significant because it targets the "say-do gap" in corporate sustainability: companies that want to go green but lack the resources, expertise, or tools to execute. Agentic AI — AI systems that can act autonomously on behalf of users — is particularly well-suited to this challenge, since it can walk an SME owner through a complex assessment process without requiring them to become sustainability experts. Subject to a successful pilot phase, the parties intend to scale the tool to SMF's full membership base and the wider Singapore enterprise community.

Why it matters for Singapore: Over 99 per cent of Singapore's businesses are SMEs, and their collective environmental impact is substantial. Yet most lack the in-house capacity to navigate an increasingly demanding sustainability landscape. If this agentic AI tool proves effective at scale, it could become a blueprint for how Singapore combines its AI capabilities with its green transition goals — turning a regulatory burden into an accessible, technology-driven opportunity for the businesses that form the backbone of the economy. The tripartite structure (industry body, tech association, green alliance) also models the kind of cross-sector collaboration Singapore will need to meet its net-zero ambitions.