📍 6 Raffles Quay, #14-06, Singapore 048580 ✉ enquiries@twotwotech.ai ☎ +65 6717 0088
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.

Pain points

  • Production or site data trapped in PLCs, HMI screens, or paper drawings — never reaches business systems
  • Maintenance is reactive — one unplanned stop erases a profitable quarter
  • Quality / build inspection bottlenecked on scarce qualified inspectors
  • ERP, MES, project management, and shop-floor / site data do not reconcile — finance and operations argue over the truth
  • For construction: drawings and revisions scattered across email, WeChat and portable drives — impossible to audit or revoke

Our approach

  • OT/IT gateway pattern for the shop floor (OPC UA + MQTT to event stream, never direct DB writes)
  • Vision-AI inspection stations co-located with the line, fail-safe to manual
  • Predictive maintenance models tied to specific failure modes per equipment type
  • Hybrid-cloud drawing repository with zero-trust access for cross-country project teams
  • Yonyou NC Cloud or MES as single source of truth, fed by both floor and project data

Compliance baseline

  • Singapore PDPA
  • ISO 27001 / ISO 14001 alignment

Industry context

Singapore’s precision engineering and consumer-electronics manufacturing sit alongside a large regional construction footprint. Our manufacturing work routinely covers both. On the shop-floor side, margins are thin and labour is expensive. On the construction side, drawings, compliance and cross-country hand-offs dominate. Both need the same thing: bring the physical work into the business system.

What we usually deliver

Real numbers from a Singapore-headquartered precision-engineering exporter (FY2025) — full write-up in the case study:

Other industries

Dive Deeper

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.