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Industry · Retail & FMCG

Shelf intelligence and
smarter supply chains.

From SKU analytics and predictive restocking to customer data platforms and omnichannel BI, we help Retail and FMCG enterprises turn transactional data into operational advantage.

What Retail & FMCG organisations face

Three challenges
we solve every day.

ERP data that can't drive daily decisions

Stock levels, movement history, and batch dates sit in ERP systems built for recording transactions. By the time data reaches someone who can act on it, through manual exports and weekly reports, the window to intervene has often already closed.

End-to-end analytics platforms that pull from existing ERP, apply ML, and surface store-level signals daily through dashboards that field teams and central planners can act on.

Expiry waste and restocking guesswork

For time-sensitive FMCG products, being one day late on an expiry alert is the difference between a promotional markdown and a write-off. Restocking without a reliable demand signal leads to over-ordering in slow-velocity stores and stockouts in fast ones.

ML-driven replenishment prediction with per-store, per-SKU demand signals and configurable expiry alert thresholds, giving teams enough lead time to act on what the data says.

No honest view of SKU performance

Without velocity rankings and sell-through analysis by store and region, slow-moving SKUs occupy shelf space without justification. Promotional spend and ranging decisions are made on intuition rather than evidence.

SKU performance analytics with velocity ranking, underperformer flagging, and category contribution visibility, giving commercial teams a data-driven basis for ranging and promotional decisions.
What we deliver

10 Retail & FMCG capabilities
across three practices.

SKU Analytics & Velocity Ranking
Expiry Tracking & Alerts
Demand Forecasting (ML)
Replenishment Optimisation
Customer Data Platform
Loyalty & Segmentation Analytics
Supply Chain Visibility
Omnichannel BI
Promotion Optimisation
ERP-to-Analytics Integration

Relevant case studies

FMCG · SKU Analytics & Predictive Replenishment
Frisian Flag Indonesia
ML platform turning dormant ERP stock data into real-time expiry alerts, restocking signals, and SKU performance insight
7 days
Earlier expiry alerts
vs previous process
Daily
Store-level demand signals
(from weekly reports)
Read case study →

Technology partners for Retail & FMCG

Google Cloud Cloud Partner, BigQuery, Vertex AI, ML pipelines
Qlik Authorised Implementation Partner, BI & Analytics
FanRuan BI Platform Partner, operational dashboards
Microsoft Power BI Reporting and dashboard delivery

Talk to our Retail & FMCG specialists.

Whether you need SKU intelligence, a demand forecasting model, or a customer analytics platform, we've built them for Indonesia's leading FMCG brands.