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AWS reference architecture

Production scheduling support

A AWS reference architecture for production scheduling support in Manufacturing. Triggered by production run scheduled or completed, Padiso orchestrates 3 specialist agents on Amazon Bedrock AgentCore, reaching manufacturing execution system (mes) and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.

AWSRuntime: Amazon Bedrock AgentCore

Trigger

Production run scheduled or completed

Manufacturing

Orchestration

Padiso

Padiso Orchestrator

goals · tasks · heartbeat

Governance

budgets · approvals · audit

Runtime & agents

Agent runtime

Amazon Bedrock AgentCore

Procurement agent

agent

Planning agent

agent

Reporting agent

agent

Integrations · MCP

MCP gateway

airtable
salesforce
slack
dropbox

Your systems

Manufacturing Execution System (MES)

ERP

Quality system

How the data flows

Trigger: Production run scheduled or completed

  1. 1

    Planning agent checks capacity and flags scheduling conflicts

  2. 2

    Reporting agent compiles production and quality metrics from the MES

  3. 3

    It assembles the shift and quality report

  4. 4

    Out-of-spec results escalate to the line manager

Agent team

  • Procurement agent
  • Planning agent
  • Reporting agent

Integrations

airtable
salesforce
slack
dropbox

Reached through the Model Context Protocol, scoped and governed.

Runtime & data

Amazon Bedrock AgentCore

Manufacturing Execution System (MES)

ERP

Quality system

Security & operational considerations

  • Read-only from shop-floor systems
  • Approvals on schedule changes
  • Traceability on quality data

AWS deployment

Deployed in your AWS account on Bedrock AgentCore, with IAM scoping, PrivateLink to your VPC, and CloudTrail/CloudWatch for audit and observability.

More Manufacturing blueprints

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