Infrastructure

Unlock value in the Infrastructure sector, with AI.

AI is reshaping how critical infrastructure sector deliver services and manage risk. To move past pilots, leaders should set clear AI goals and focus on a few high impact use cases where AI and digital tools can deliver quick wins. The trick is scaling those quick wins through strong partnerships, so AI becomes part of day-to-day operations and decision making. KPMG's Four-Door Framework for Infrastructure is designed to help you scale your energy transition programs efficiently and resiliently in a decarbonised way.

AI is speeding up decarbonisation and making the energy transition more achievable. The real challenge is turning bold sustainability goals into solutions that scale affordably. At KPMG, we have shifted from AI experimentation to execution. We understand to be successful with AI, it is determined less by technology and more by governance, talent and trust.

Sharad Somani

Partner, Head of Infrastructure Advisory and Head of Infrastructure, Asia Pacific

KPMG in Singapore

Make AI work for you.

Move from AI pilots to scalable AI solutions
with the KPMG AI Centre of Excellence.

The Government Sector value propositions through
KPMG’s four-door Framework

Identify high‑impact AI use cases across services, policy, risk, and operations
Prioritise initiatives based on public value, feasibility, and risk
Scale AI from pilots to secure, enterprise‑wide adoption

Embed governance, security, and regulatory alignment into AI by design
Manage model risk, data quality, privacy, and third‑party exposure, especially for sensitive public data
Build confidence with boards and regulators through transparent, auditable AI decisions

Enable officers to use AI confidently in day to day roles, not as isolated specialists
Redesign work and operating models so humans and AI collaborate effectively
Build AI literacy and adoption across frontline, policy, risk, and corporate functions

Build AI ready data and technology foundations aligned to government architectures
Move beyond fragmented tools to scalable, secure enterprise platforms
Enable AI to scale safely across agencies, functions, and channels

The Infrastructure sector value propositions through KPMG’s Four-Door Framework

VALUE

AI Strategy & Value Realisation

AI-powered compliance monitoring delivers predictive insights, enabling proactive decisions and reducing financial and licence risks
Infrastructure investment platforms provide real-time visibility, improving agility, transparency, and risk management under volatile market conditions
Climate risk navigation tools strengthen resilience, guiding sustainable infrastructure decisions and supporting transparent carbon strategies

TRUST

Trusted & Responsible AI

Transparent reporting ensures auditable compliance, fostering confidence in regulatory adherence and responsible business practices
Continuous hazard detection reduces safety incidents, enabling proactive risk prevention and disciplined corrective action tracking
Scenario-based climate modelling enhances trust in sustainability strategies by providing credible, predictive insights for urban resilience

PEOPLE

AI Enablement for the Workforce

AI solutions empower workforce safety by reducing near misses and enabling proactive hazard detection in high-risk environments
Predictive project visibility supports decision-making, equipping teams with tools to manage cost, schedule, and risk effectively
SMEs gain access to sustainability marketplaces, connecting workforce innovation with credible, investable opportunities for growth

DATA & TECH

Built to scale securely across infrastructure and energy

Real-time compliance analytics leverage AI to scale securely across regulated power markets, reducing operational risks
EPC performance management consolidates fragmented project data, enabling predictive visibility across complex portfolios securely
AI-enabled City Twins integrate infrastructure and energy data, scaling securely to optimise resilience and reduce climate impact