Agentic AI-Driven Supply-Demand Optimization for Leading Beverage Company

AgentHack submission type

Enterprise Agents

Name

Jayanti Tripathi

Team name

AgentX

Team members

jayanti.tripathi@happiestminds.com, sainaththota.vk@happiestminds.com, srinivasu.mutyala@happiestminds.com, aditya.sharma@happiestminds.com

How many agents do you use

One agent

Industry category in which use case would best fit in (Select up to 2 industries)

Logistic

Complexity level

Intermediate

Summary (abstract)

Enhance supply chain resilience and efficiency by deploying autonomous AI systems
to dynamically align production, distribution, and inventory with seasonal demand fluctuations
and regional preferences, while reducing costs through automation.​

Detailed problem statement

The leading beverage company’s global
supply chain faces:​

​Seasonal Demand Volatility:​
Summer peaks drive 20–30% higher
beverage demand in
tropical regions, while winter
lullsreduce sales in temperate zones​


Regional Preferences:​
Markets like India favor Sprite during
festivals (e.g., Diwali), while Zero Sugar
variants are growing11% YoY in health-
conscious regions.​

Logistical Inefficiencies:​
Transportation costs spiked post-2021
due to unoptimized routing and legacy
productionallocation models.

Detailed solution

1.Autonomous agents analyze real-time
data to adjust forecasts. For example,
AI predicts 15% demand surge in Brazil
during Carnival using social media
trends and past sales​
2.Outcome: 30% reduction in forecast
errors during seasonal transitions​

3.Agentic AI reroutes shipments in real-
time using traffic, weather, and fuel
price data​

4.Outcome: 10–15% lower logistics costs,
mirroring UPS’s AI-driven route savings

5.Agentic bots coordinate with smart
warehouses to align production
with AI forecasts​

6.Outcome: 26% reduction in
avoidable costs for BiB products

Demo Video

Expected impact of this automation

Stock Supply will be seamlessly managed even in case of demand fluctuations

UiPath products used (select up to 4 items)

UiPath Agent Builder
UiPath Automation Cloud™
UiPath Integration Service
UiPath Studio Web

Integration with external technologies

Google sheets

Agentic solution architecture (file size up to 4 MB)

Sample inputs and outputs for solution execution

Traffic Data, Weather Forecast Data in xlsx format

Other resources