Beyond Passive Data: Transforming EPC and Manufacturing through AI‑Enabled Digital Twins

Krion Consulting is a global leader in digital transformation, specialising in high‑end BIM, VDC and Digital Twin solutions. By bridging the gap between physical infrastructure and digital intelligence, Krion empowers AEC (Architecture, Engineering and Construction) and manufacturing sectors to achieve unprecedented efficiency. Through its flagship Krion 6D platform and AI‑driven Krion6i engine, the company provides actionable insights that reduce risks and optimise costs. With a presence spanning India, Singapore and the USA, Krion is redefining Industry 5.0 through human‑centric automation and data‑driven foresight. Ramasamy Balasubramanian, Managing Director of Krion Consulting, spoke about the trends shaping the industry and the company’s expansion plans.

A Platform Built to Prevent Cost Overruns, Not Just Record Them

At the centre of Krion’s pitch to construction clients is a promise: a 15% reduction in cost overruns. Ramasamy is careful to draw a line between what Krion 6D does and what a conventional digital twin does. “Krion 6D is not just a digital twin: it is a decision intelligence platform,” he said. “By combining coordinated project data with AI‑driven foresight through Krion6i, we help clients prevent cost overruns before they occur.”

The platform combines a true Common Data Environment with a live digital twin that links BIM, drawings, schedules, costs, RFIs and changes into a single, traceable system. Unlike passive CDEs, it offers real‑time context and impact visibility for every decision taken on a project. Sitting above this is Krion6i, the company’s AI layer, which continuously analyses project data to surface early warnings, insights and recommendations. The 15% reduction in cost overruns, Ramasamy explained, comes from a combination of coordinated project data, AI‑driven risk detection, automated quantification, faster resolution of RFIs and changes, and prescriptive decision support, the cumulative effect of which is to shift project teams from reactive issue management to proactive, insight‑led control, catching cost and schedule risks before they escalate.

Where AI, IoT and AR Meet on the Factory Floor

Krion’s ambitions extend well beyond construction into manufacturing, where the company is positioning itself for Industry 5.0. “Our digital twin-centric approach brings AI, 4D/5D intelligence, IoT and immersive technologies together, so humans and intelligent systems can collaborate effectively, not compete,” Ramasamy said.

The digital twin sits at the core of this framework, enriched with 4D (time) and 5D (cost) intelligence that links schedules, resources and financial outcomes directly to physical and virtual assets. Krion6i analyses model, image and site data to deliver predictive insights and decision support, while IoT feeds real‑time operational data into the twin for continuous monitoring and optimisation. Augmented, virtual and mixed reality, powered by Krion6i, enable AI‑assisted quality and inspection workflows, including AR‑based detection of construction issues, snags and deviations by comparing site conditions against the digital twin. Together, these capabilities support immersive reviews, guided execution and faster quality closure, allowing human teams and intelligent systems to work alongside each other while improving productivity, predictability and sustainability.

One Standard, Many Industries

Krion’s client base ranges from aerospace to EPC, a spread that raises an obvious question: does the methodology change from sector to sector, or does the company apply one standardised approach throughout? Ramasamy’s answer was that it does both. “We standardise the foundation through ISO 19650 and global BIM standards, while customising execution for sectors like buildings, infrastructure, defence and EPC,” he said.

That foundation, built on ISO 19650 principles and global BIM standards, covers data structuring, information management, digital twins and automation, ensuring consistency, governance and interoperability across projects and geographies. On top of it, the methodology is adapted to regional regulations and sector‑specific needs across buildings, infrastructure such as roads and railways, defence infrastructure, and EPC projects. Domain‑specific workflows, data models, compliance requirements and KPIs are configured for each sector, allowing Krion to standardise at scale while staying practically relevant on the ground.

Betting on Singapore and the United States

Krion’s next phase of growth is built around two markets: Singapore and the United States. “Singapore and the USA represent the convergence of standards, technology and AI‑led transformation, making them ideal launchpads for scaling intelligent digital twin solutions globally,” Ramasamy said.

Singapore was chosen for its leadership in high technology adoption and its position as a hub for Southeast Asia’s infrastructure and advanced manufacturing growth, backed by strong government‑led adoption of digital twins, BIM standards, smart infrastructure and AI initiatives. The USA, meanwhile, offers the world’s largest market for construction technology, digital twins and AI‑enabled platforms, supported by mature industry standards, established innovation ecosystems and a strong push toward automation and intelligence at scale. Together, Ramasamy said, the two regions provide the ideal environment for scaling Krion’s AI‑driven digital twin solutions globally.

Security First for Government, Speed First for Contractors

Entering two new markets at once raises the question of where to focus first. Ramasamy’s answer split the strategy by customer type. “From secure on‑premise digital twins for government and utilities to AI‑driven, repeatable delivery models for large contractors, our focus is on scale, security and speed to value,” he said.

For data-sensitive customers such as defence, government agencies, utilities and critical infrastructure owners, Krion will prioritise Krion 6D deployments built on on‑premises, high-security architectures designed to meet stringent security, compliance and data sovereignty requirements. For large enterprises, the focus shifts to custom digital twin and BIM/VDC solutions integrated with existing systems, including ERP, asset management and project controls, deployed within the customer’s own data centres. Alongside this, Krion plans to roll out AI‑driven, repeatable digital twin and automation solutions for large general contractors, enabling scalable, standardised project delivery across their portfolios.

Building a Global Team Without Losing the India Advantage

Scaling specialised technical work across two new geographies inevitably raises questions of talent. “Our hybrid model combines local partners and customer proximity with world-class, cost-efficient AI expertise from India, ensuring both scale and specialisation without compromise,” Ramasamy said.

Krion’s approach leans on existing local BIM and CDE partners, combined with targeted talent development, to build a strong local presence and stay close to customers. These partnerships give the company immediate market access, domain familiarity and on-the-ground support, while preserving delivery speed and quality. This is complemented by access to highly skilled, cost-efficient AI and digital engineering expertise based in India, which forms the backbone of its global delivery. The result is a hybrid operating model that combines consulting-led engagement, structured handholding and deep expertise drawn from both local teams and remote specialists, with continuous upskilling, knowledge transfer and mentoring ensuring that customers and partners are progressively enabled even as operations scale.

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