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INDUSTRY

Energy & Utilities

GPU compute for load and asset optimisation, SCADA/OT integration, cross-border replication for utility data, and 24×7 operated compute platforms for energy R&D teams.

Pain points

  • AI ambitions blocked by lack of GPU capacity — public-cloud lead times and per-hour cost are painful
  • SCADA, OT and business data live in different silos, so no one can trust the picture
  • Regulatory constraints on where operational data may sit make hyperscaler-only strategies fragile
  • Data-science teams end up managing hardware they were never hired to manage

Our approach

  • GPU compute leased directly from TWO TWO PTE LTD (B300, RTX PRO 6000)
  • Compute-node deployment, commissioning and 24×7 managed operations
  • Custom scheduling platform sized to the customer's workflow
  • OT/IT gateway pattern for SCADA and telemetry
  • Hybrid architectures that place data where regulation and latency require

Compliance baseline

  • Singapore PDPA
  • Sector-specific operational data regulations (e.g. EMA, PUB)

Industry context

Singapore’s energy operators — utilities, oil & gas majors, distributed-generation players — increasingly run real AI workloads for load forecasting, asset optimisation and predictive maintenance. Public-cloud GPUs are expensive and their lead times are long. Regulation constrains where operational data may sit. We bring the compute and the platform, so your team stays on the model, not the metal.

What we usually deliver

Real delivery for a Singapore energy client (NDA) — full write-up in the case study:

Other industries

INDUSTRY Financial Services

Customer data, compliance reporting, risk-control workflows and security audits.

Read → INDUSTRY Manufacturing & Construction

ERP, supply chain, equipment data, quality inspection, predictive maintenance — and, for construction, hybrid-cloud drawing repositories, cross-site file governance, and zero-trust access from the field.

Read → INDUSTRY Retail & F&B

Loyalty data, inventory, store operations and marketing automation.

Read → INDUSTRY Logistics & Supply Chain

Orders, warehouse, shipment tracking and ETA optimization.

Read →

Dive Deeper

Services Our services

10 service lines — AI data platform, IT integration, cloud & security, compute. One local counterparty across the lifecycle.

Explore our services → Cases Client stories

Financial services, manufacturing, retail, construction, energy — the architecture, timelines and operating models from delivered engagements.

Read the stories →
Talk to us

Start with the problem. The solution comes after.

A 30-minute call with a solution architect. No spec needed — just tell us where the business is stuck. Systems that don't talk. Data that won't behave. An overseas office with no one running IT. A DR plan on paper that no one has tested. A first AI use case you want to try for real. If we fit, we'll show you the next step. If not, we'll tell you straight.

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