Data, AI & Automation Consulting : Singapore
For APAC supply chain leads and regional operations directors managing multi-country complexity from a Singapore hub - and needing unified visibility across all of it.
We build the data infrastructure that gives APAC HQs a single, reliable view of regional supply chain performance - without a team of analysts stitching it together manually every month.
Why Singapore Operations Leaders Come to MDI
The APAC data challenges that standard platforms do not solve
Multi-country supply chain, single-point visibility
Singapore-based APAC operations leads are responsible for supply chains spanning Malaysia, Indonesia, Thailand, India, and beyond. Each country has its own ERP instance, its own reporting cadence, and its own definition of key metrics. Getting a consolidated APAC view requires manual extraction from five systems and a team of analysts - if it happens at all.
Bonded warehouse and port logistics data gaps
Singapore's role as a regional transshipment and bonded warehouse hub creates real data complexity. Stock held in bonded facilities, in transit between countries, and in different customs states often falls through the cracks of standard ERP reporting. The result is inventory positions that do not match reality - and procurement decisions made on incomplete data.
MAS data governance requirements
Singapore-listed and MAS-regulated entities operating in the data space face specific data governance and residency requirements. Analytics architecture needs to account for where data is stored, how it is accessed, and what audit trails exist - not as an afterthought, but as a design constraint from day one.
Regional HQ reporting to global with local context
APAC regional HQs must report upward to global with standardised metrics while managing downward with local operational nuance. The tension between global reporting templates and local operational reality creates a perpetual reconciliation burden - solved either by a team of analysts or by a properly designed data platform.
The MDI Operating Model
Unify → Predict → Act
Applied to APAC supply chain complexity: first build the unified data layer across countries and systems, then build the forecasting and visibility models, then automate the operational decisions that do not need human intervention.
Unify
Connect ERP, WMS, and TMS systems across APAC countries into a single governed data layer. One SKU master. One currency-normalised view. One source of truth for regional reporting.
Predict
Build demand forecasting, inventory optimisation, and supply risk models calibrated to APAC lead times, port variability, and multi-channel demand patterns.
Act
Automate replenishment signals, exception alerts, and cross-border reporting. Reduce the analyst burden on your Singapore team. Free capacity for decisions rather than data assembly.
What MDI Delivers
Built for APAC supply chain complexity
APAC-wide supply chain data platform
Unified data layer connecting ERP instances across APAC countries - SAP, Oracle, Dynamics, or bespoke systems - into a single governed analytical environment on Microsoft Fabric or Azure. One view of inventory, one view of demand, one version of regional performance.
Multi-entity, multi-currency consolidation
Consolidation layer that handles currency translation, intercompany eliminations, and entity-level segmentation - giving APAC finance and operations a clean P&L and working capital view without manual spreadsheet assembly.
Supply chain AI for APAC complexity
Demand forecasting and inventory optimisation models built for multi-country, multi-channel supply chains. Accounts for lead time variability, bonded stock, and seasonal demand patterns across different APAC markets. Not a generic ML model - a model calibrated to your supply chain structure.
Data governance architecture
Data lineage, access control, and audit trail design that meets MAS and regional regulatory requirements. Microsoft Purview integration for classification and governance. Residency-aware architecture for data that cannot leave Singapore or specific jurisdictions.
Industries
Industrial sectors we work with in Singapore and APAC
- ›FMCG and consumer goods (regional distribution)
- ›Logistics and freight forwarding
- ›Food and beverage manufacturing
- ›Electronics and semiconductor supply chain
- ›Pharmaceuticals and cold chain
- ›Chemicals and specialty materials
Technology Stack
Engagement Model
Amit works directly with APAC supply chain and operations leads - no account management layer, no junior handoff. Discovery first. Fixed scope where possible. Value visible within the first six to eight weeks.
Managing APAC supply chain from Singapore?
Book a 30-minute call. Tell us about your systems, your countries of operation, and your biggest data blind spot. We will tell you what a realistic solution looks like and what it would take to build it.