AI Solutions
Forecasts and decisions from the data you already have.
Forecasting, routing, anomaly detection and early warning, measured against how things work today.
Where we have done it: Foodpanda ML dispatch. Coca-Cola route planning, 25% lower fuel cost. Telenor predictive customer service. Nestlé plant analytics.
Overview
Operational data already holds the signals for demand, delays, failures and customer problems. Most organisations only look at it after the event.
We built the machine-learning dispatch engine that assigns Foodpanda riders by distance, load and traffic; AI route planning that cut fuel costs by 25% on the Coca-Cola distribution app; a Telenor platform that flags likely customer issues before the call; and IoT dashboards across Nestlé production sites. Every model is measured against the current baseline before rollout.
In practice
Measured against today's baseline
Illustration. Coca-Cola route planning lowered fuel cost by 25% against the previous routes.
What we deliver
Scope of work.
- Dispatch and routingAssignment and routes by distance, load and traffic.
- ForecastingDemand, sales, inventory and capacity forecasts.
- Anomaly and fraud detectionUnusual transactions, readings and behaviour flagged early.
- Customer analyticsLikely issues and churn predicted before the customer calls.
- Operational dashboardsLive data from plants, networks and field teams.
- Model monitoringAccuracy and drift tracked after launch.
How we deliver
Our process.
Related work
Case studies.
Coca-Cola Distribution App
A sales and distribution app for 2,000 outlets, with offline capability and AI route planning, rolled out in four months.
Read case study →Nestlé Manufacturing Intelligence
IoT sensor networks and real-time analytics giving plant managers end-to-end visibility of production lines.
Read case study →Water Utility ERP, GIS and SCADA Integration
One platform for billing, customers, assets and network operations at PDAM Tirta Satria, Central Java.
Read case study →Questions
Common questions.
How do we know it works?
Every model is measured against today's baseline on your data first.
Do we need a data warehouse first?
Not always. We work with the data you have and build what is missing.
Who maintains the models?
We can operate them under SLA or train your team.
Can results go into our existing systems?
Yes, through APIs into ERP, CRM or dispatch systems.
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Talk to us about your project.
We reply within 4 hours. Priority requests within 1 hour. Meetings on Zoom, Microsoft Teams or Google Meet.