Industry Solution

AI for FMCG

From shelf to supply chain, we build AI systems that help fast-moving consumer goods companies forecast better, promote smarter, and win at retail.

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AI Use Cases for FMCG

Proven AI applications across the full FMCG value chain — from factory gate to consumer.

Demand Forecasting & Inventory Optimisation

ML models that predict SKU-level demand across channels, reducing overstock and stockouts while optimising working capital.

  • 30–45% reduction in excess inventory
  • Improved service levels to 98%+
  • Automated replenishment triggers

Supply Chain Visibility & Risk Intelligence

Real-time tracking of supplier performance, lead-time variance, and disruption signals — so you act before shortages hit shelves.

  • End-to-end supply chain visibility
  • Early disruption alerts
  • Supplier risk scoring

Trade Promotion Optimisation

AI that evaluates historical promotion ROI, predicts uplift by retailer and region, and recommends optimal spend allocation.

  • 15–25% improvement in promo ROI
  • Reduced baseline cannibalisation
  • Post-promo wash-up in hours not weeks

Consumer & Market Analytics

Unified consumer data platforms that connect POS, loyalty, social, and panel data for real-time category and brand performance insights.

  • 360° consumer view
  • Real-time market share tracking
  • Automated insight generation

Route-to-Market & Salesforce AI

AI-powered territory planning, visit frequency optimisation, and outlet scoring that maximises field-force productivity.

  • 20% more productive sales visits
  • Data-driven outlet prioritisation
  • In-app AI coaching for reps

Customer & Channel Analytics

Predictive churn models, next-best-action engines, and personalisation at scale across modern and traditional trade channels.

  • Reduced customer churn
  • Personalised trade terms
  • Channel-level P&L visibility

FMCG Case Studies

AI-Driven Demand Forecasting for Global FMCG

35% reduction in excess inventory and 99% service-level attainment across 12 markets.

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FMCG Data Platform Migration

Consolidated 14 data sources into a single analytics platform, cutting reporting time from days to minutes.

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Technology Stack

Azure Synapse / DatabricksPower BI & TableauPython / XGBoost / LightGBMdbt for data transformationSalesforce + custom AI overlaysSAP integration & ERP connectorsReal-time POS data ingestionGPT-4 for automated insight narratives

Ready to build AI into your FMCG operations?

We deploy production-ready AI systems in 3–8 weeks. Let's map out your highest-ROI use case.

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