Enterprise Adoption Guide

Adoption Timeline

Week 1–2          Week 3–4          Month 2–3          Month 4+
┌──────────┐      ┌──────────┐      ┌──────────┐      ┌──────────┐
│ PHASE 1  │      │ PHASE 2  │      │ PHASE 3  │      │ PHASE 4  │
│ Platform │ ──▶  │ First    │ ──▶  │ Scale    │ ──▶  │ Mature   │
│ Setup    │      │ Agent    │      │ & Govern │      │ & Evolve │
└──────────┘      └──────────┘      └──────────┘      └──────────┘
 Deploy infra      Build agent       Multiple agents    Self-service
 Configure IAM     Evaluate          Policy enforcement  Agent marketplace
 Set up CI/CD      Certify           Continuous eval     Cross-org sharing

Phase 1: Platform Setup (Week 1–2)

Goal: Deploy the foundational infrastructure and configure team access.

Key Steps

1. Fork & configure — Clone the kit, copy parameter files for your environment
2. Deploy infrastructure — Run az deployment sub create with your parameter file
3. Verify deployment — Confirm all resources are provisioned
4. Set up CI/CD — GitHub Actions or Azure DevOps with OIDC federation
5. Set up monitoring — Import the Agent Operations Dashboard

See the Deployment Guide for detailed Bicep module configuration and the Infrastructure as Code page for module inventory.

Phase 2: First Agent (Week 3–4)

Goal: Build, evaluate, and certify your first production agent.

1. Choose a template — Pick the right blueprint for your use case using the Agent Blueprints guide
2. Customize the agent — Edit the manifest, system prompt, and toolbox config
3. Create test dataset — Write at least 20 golden test cases in JSONL format
4. Evaluate — Run the evaluation harness against your dataset
5. Certify — Achieve Bronze certification level

Certification Levels

Phase 3: Scale & Govern (Month 2–3)

Goal: Deploy multiple agents with governance controls.

1. Deploy policy packs — Enable data boundary, escalation, and toolbox policies
2. Enable continuous evaluation — Schedule automated evaluations on live traffic
3. Connect enterprise systems — Wire ServiceNow, SAP, Salesforce, and Graph adapters
4. Production deployment — Deploy to prod with private networking and DDoS protection

Production Checklist

• All agents pass Silver certification
• Continuous evaluation enabled
• Alert email recipients configured
• DDoS protection enabled (auto in prod)
• Private networking enabled
• Decision Ledger connected to Cosmos DB

Phase 4: Mature & Evolve (Month 4+)

Goal: Self-service agent development with organizational governance.

Team Structure

Customization Checklist

• Update org name in parameter files and manifests
• Customize policy thresholds for your risk appetite
• Add domain-specific custom evaluators
• Build adapters for your internal systems
• Create agent templates for your common patterns
• Add org-specific KPIs to the monitoring dashboard

Cost Estimation