Who We Are Services Industries Recova OS Book Strategy Call
FMCG Industry Solution

Autonomous Supply Chain Orchestration

Unpredictable demand across regions leads to overproduction, stockouts, and inefficient routing. Focus20 orchestrates your supply chain dynamically using a multi-agent AI system that unifies Retail POS data, distributor inventory levels, weather APIs, and social sentiment strings in real-time.

View Architecture See Implementation Timeline
Business Value

Intelligent Demand Forecasting

By replacing rigid, rule-based ERP planning with an autonomous agentic engine, FMCG enterprises can preemptively reroute shipments and adjust POs before a disruption hits the balance sheet.

30%
Improved Forecasting Accuracy
72%
Reduction in Anomaly Reaction Time

The Agentic Workflow

1. Agentic Stack

Coordinator Agent: LangChain Router.
Data Agent: AWS Athena SQL-tool.
Action Agent: API mutator (SAP Ariba payload generator).

2. Reasoning Loop (ReAct)

> Agent detects weather disruption in transit lane
> Queries DB for affected SKUs
> Identifies alternative local supplier
> Drafts automated PO adjustment
> Requests final human approval

Enterprise Technical Architecture

Built securely on AWS, integrating seamlessly with your existing Microsoft Dynamics or SAP ERP.

Data Flow & Integration

  • Ingestion: AWS Kinesis Data Streams capture real-time POS, social sentiment, and IoT weather telemetry.
  • Storage & ETL: AWS Glue transforms raw streams into an Amazon S3 Data Lake for immutable historical truth.
  • AI Orchestration: Amazon Bedrock Agents autonomously parse the data lake alongside predictive SageMaker models.
  • Action Execution: Bi-directional sync via Amazon API Gateway injects commands directly back into SAP/Dynamics.

Cloud Migration Highlight

Migrated a global FMCG leader's legacy Microsoft Dynamics ERP environments hosted on Azure VMs to AWS ECS + Amazon RDS, resulting in a 25% infrastructure cost reduction and vastly improved failover times.

graph TD A[POS Data] -->|Kinesis| B(AWS Glue) C[Weather/Social] -->|API Gateway| B B --> D[(Amazon S3 Data Lake)] D --- E[SageMaker Models] E --> F{"Agentic AI
Bedrock"} F -->|Decisions| G[ERP/Dynamics] F -->|Alerts| H[Supply Chain App]

Deployment Timeline

A rigorous, phased approach to ensure zero business disruption during the AI rollout.

Phase 1: Days 1 - 14

Proof of Value

We map your data architecture, deploy read-only API connectors to your CRM/ERP, and stand up an isolated Bedrock agent to simulate supply chain decisions in a sandbox environment to prove the ROI.

Phase 2: Weeks 3 - 6

MVP Integration

The agent is integrated securely into standard cloud operations (AWS EKS). It begins actively "drafting" Purchase Order adjustments and alerting human operators via Teams/Slack for a "Human-in-the-Loop" approval process.

Phase 3: Weeks 7 - 12

At-Scale Autonomous Rollout

Human guardrails are selectively removed. The agentic system achieves full bi-directional autonomy—balancing load, negotiating with dynamic suppliers, and optimizing the ERP without needing constant oversight.

Book an FMCG Strategy Call