Skip to content

Demo: Nordic Fresh Foods

Follow a real Azure workload from brief to validated delivery

Nordic Fresh Foods uses the full Agentic InfraOps workflow: requirements, architecture, governance, planning, code generation, deployment, and as-built documentation.

This walkthrough is designed for existing users who want to understand what the system produces, how each step connects, and where the human review moments sit.

The artifact bodies below remain generated output. The refreshed demo chrome only improves orientation, readability, and navigation.

Workflow steps 7 + governance
Challenge passes 12 reviews
IaC track Bicep + AVM
Primary region Sweden Central

Nordic Fresh Foods needs a production-ready Azure platform fast

The company is preparing for peak season and needs secure ordering, operations visibility, and a credible path to scale without blowing the MVP budget.

Architecture overview for the Nordic Fresh Foods demo workload
Why this demo matters
  • Shows the full agent handoff chain instead of a single isolated artifact.
  • Preserves the real generated output, including review and validation traces.
  • Demonstrates how policy discovery and adversarial review affect the result.
  • Lets readers jump directly to the step that answers their current question.

Pick a step or read the journey in order

Each card explains what the step produces and why it matters so you can skim the journey before opening a dense artifact.

Step 1 Requirements Agent

Discovery

The opening artifact defines the workload goals, success criteria, non-functional requirements, compliance scope, and budget guardrails.

Output
Business and technical requirements
Focus
Read this step to understand what the platform must deliver before architecture and governance narrow the solution space.
Includes
  • Business context
  • Success criteria
  • Constraints
Open step
Step 2 Architect Agent

Solution Architecture

This step translates the workload into an Azure architecture, tests it against the Well-Architected Framework, and sizes the core services.

Output
WAF assessment and SKU recommendations
Focus
Use it to see the trade-offs between security, cost, reliability, and operational complexity before implementation begins.
Includes
  • Service topology
  • WAF assessment
  • SKU recommendations
Open step
Step 3 Design Agent

Design Artifacts

The design pass turns the architecture into visual artifacts and formal design decisions that can be reviewed by humans before coding.

Output
ADRs, diagrams, and cost visuals
Focus
Look here for the diagrams, the architecture decision record, and the supporting visuals that make the plan easier to audit.
Includes
  • Architecture diagram
  • Architecture decisions
  • Cost estimates
Open step
Step 3.5 Governance Agent

Governance

Governance discovery checks what the target subscription will actually allow, so the implementation plan is grounded in policy reality.

Output
Azure Policy constraints
Focus
This is the policy checkpoint that prevents the plan from drifting away from Azure Policy, tagging, networking, or security constraints.
Includes
  • Policy effects
  • Required tags
  • Deployment blockers
Open step
Step 4 IaC Planner

Infra-as-Code Plan

The planner turns the approved architecture into a phased implementation sequence with dependencies, module structure, and deployment ordering.

Output
Implementation plan and dependency flow
Focus
Use this step to understand how the future codebase is organized and how the deployment is staged for safe delivery.
Includes
  • Module structure
  • Implementation tasks
  • Dependency flow
Open step
Step 5 CodeGen Agent

Infra-as-Code Gen

This step shows the AVM-first Bicep output, the resulting module layout, and the validation trail that proves the generated code is viable.

Output
Bicep templates and validation results
Focus
Review this artifact to see how the planning decisions become concrete Azure infrastructure code and how the validation loop tightens quality.
Includes
  • IaC modules
  • Validation results
  • Implementation notes
Open step
Step 6 Deploy Agent

Deployment

The deploy step records what was provisioned, what succeeded, and which post-deployment tasks remain after the infrastructure reaches Azure.

Output
Deployment execution summary
Focus
Use it to inspect the preflight checks, the deployment phases, and the final resource outputs from the live rollout.
Includes
  • Preflight checks
  • Deployment phases
  • Outputs
Open step
Step 7 As-Built Agent

As-Built Docs

The final delivery package turns the deployed workload into runbooks, architecture documentation, inventories, compliance views, and cost reporting.

Output
Operational documentation suite
Focus
This is the handover step for operators and stakeholders who need to understand what was delivered and how to run it safely.
Includes
  • Architecture
  • Resources
  • Operations
  • Compliance
  • Cost
Open step
Reviews Challenger Agent

Adversarial reviews

The walkthrough closes with the challenge passes that forced corrections across requirements, architecture, planning, and deployment.

Output
Cross-step findings
Focus
Read this page to see where the system pushed back, what it caught, and how adversarial review improves the final output.
Includes
  • Review findings
  • Corrections
  • Residual risks
Open step

The walkthrough is polished, but the artifacts are still real

The refreshed demo intentionally separates editorial framing from generated content. You get a clearer product experience without losing auditability.

What changed

Navigation, layout, scanability, and mobile behavior. The walkthrough now guides readers through the sequence instead of leaving them inside raw markdown snapshots.

What stayed intact

The artifact bodies, the validation trail, and the adversarial review evidence. The chrome is editorial; the underlying outputs remain the same generated material.