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Cross-Plant OT Infrastructure Modernization Agent with Google ADK and Amazon Bedrock

Legacy OT network migration across multiple factory sites involves dangerous configuration drift and downtime risks. Build a cross-plant modernization agent using Google ADK and Amazon Bedrock models to orchestrate network subnet updates and PLC endpoint mapping. Achieve zero unhandled configuration rollbacks and 100% network policy validation across 5 simulated plant sites.

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What you are building

Orchestrate multi-plant OT migration workflows using Google Agent Development Kit (ADK) connected to Amazon Bedrock hosted model pipelines.

How work is evaluated

Evaluation

Evaluates multi-plant OT topology migration script generation and IEC 62443 network zone compliance.

Datasets

Public datasets, plus the private datasets you have access to.

How submissions are scored

Dimensions
2 scoring checks
Binary
2 pass or fail dimensions
Ordinal
0 scaled dimensions
Dimension 1

zero_ip_conflict

Ensure zero IP range overlap across site subnets

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Dimension 2

zone_compliance_rate

Percentage of generated subnet rules satisfying ISA/IEC 62443 boundaries • target: 1 • range: 0-1

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Learning goals

  • Build a multi-plant OT migration orchestrator using Google ADK framework abstractions

  • Connect Amazon Bedrock model APIs (Anthropic Claude 3.5 / Titan) as dynamic reasoning engines

  • Validate zero IP conflict and zero security zone violations across simulated site migrations

Resources

Dataset notes

Network topology configurations and VLAN routing logs from 5 simulated global factory sites.

Challenge setup

Evaluates multi-plant OT topology migration script generation and IEC 62443 network zone compliance.

Challenge input

JSON containing current multi-site IP topologies and safety rules

Google ADK

Robust structural orchestration layer for enterprise agent workflows.

Amazon Bedrock

Provides scalable inference endpoints for state-of-the-art foundation models.

Evaluated output

JSON migration plan with zero IP overlap or zone violation flags

Evaluation checks
  • Ensure zero IP range overlap across site subnets
  • Percentage of generated subnet rules satisfying ISA/IEC 62443 boundaries • target: 1 • range: 0-1
Configured evaluation evidence
  • Benchmark: OT Network Infrastructure Security Suite (OT-NET-2025)
  • Zone Compliance Rate target: 100%
  • 1 public reference case
Configured runtime
  • Python execution harness
  • Python sandbox (unavailable on Versalist)

Shows the first task, up to three tools, and up to three evidence items.

View technical recipe

Configured tools

Action Space
  • Amazon Bedrock · Required
  • Google · Optional
  • Google ADK · Optional

Evaluation contract

  • zero_ip_conflict · Weight 1
  • zone_compliance_rate · Weight 1

Metrics

  • zone_compliance_rate · Target 1

Benchmarks

  • OT Network Infrastructure Security Suite (OT-NET-2025)
  • security

Reference cases

  • 1 public reference case

Workflow tasks

  1. Task 1

    Input: JSON containing current multi-site IP topologies and safety rules

    Output: JSON migration plan with zero IP overlap or zone violation flags

    Execution harness: Python

Evaluation tools

  • Google ADK · Agent Framework
  • Amazon Bedrock · Model Runtime Platform

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about Cross-Plant OT Infrastructure Modernization Agent with Google ADK and Amazon Bedrock