Polycloud Agentic AI Assistant

Intent-driven Terraform + Enterprise Control Fabric for Azure, AWS, GCP, OCI, and On-prem (VMware/OpenShift + enterprise integrations).

Clouds become execution targets — not design constraints.

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What this is

Polycloud is an advanced portfolio-grade assistant that generates:

• Portable Architecture Intent (source of truth)
• Cloud mappings per target (Azure/AWS/GCP/OCI/On-prem)
• Deployable Terraform bundles (pipeline-triggered)
• Docs + runbooks + integration contracts
• Diagrams (Logical, Cloud Mapping, C4, optional Terraform graph)
• Troubleshooting patches when you paste errors

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Start Modes

• ✅ Greenfield: create a new deployment from architectural intent
• ✅ Brownfield: convert an existing Terraform repo into a polycloud structure

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Portability Modes

1. Shallow: Terraform-only portability (stable interface + provider implementations)
2. Deep: refactor for true portability (K8s/OpenShift + GitOps + portable patterns)
3. Principal Advisor: trade-off brief + scorecard, then generate

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Enterprise Control Fabric (shared services)

• Identity Plane: AD/Entra/LDAP + IAM + K8s RBAC patterns
• Trust Plane: certificates/PKI, secrets, keys, rotation
• Observability Plane: OpenTelemetry-first telemetry pipeline
• ITSM Plane: ServiceNow (incident/change/CMDB integration contracts)
• Posture Plane: CSPM onboarding (e.g., Wiz) + evidence packs

Each plane supports: Provision + operate / Provision only / Integrate existing

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Architecture Overview

flowchart LR
  U[User] --> UI[Streamlit UI]
  UI --> ORCH[Orchestrator]
  ORCH --> LLM[Azure OpenAI]
  ORCH --> RAG[Vector Store / RAG]
  ORCH --> GEN[Generators: Terraform / Docs / Diagrams]
  GEN --> VAL[Validators: fmt/validate/tflint/checkov]
  VAL --> BUNDLE[Output Bundle + CI Pipelines]
  BUNDLE --> CI[CI/CD: Plan Gates + Approvals + Apply]
  CI --> TARGETS[Azure / AWS / GCP / OCI / On-prem]
  U -->|paste errors| ORCH

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