FAI Solution Plays
“From a single kit to a production solution — build AI the way you build with LEGO.”
FAI Ecosystem
Factory builds, Packages deliver, Toolkit equips01 — Enterprise RAG Q&A
Production RAG — AI Search + OpenAI + Container Apps. Pre-tuned: temp=0.1, hybrid 60/40, top-k=5, semantic reranker.
02 — AI Landing Zone
Foundational Azure infra for AI — VNet, private endpoints, managed identity, RBAC, GPU quotas.
03 — Deterministic Agent
Reliable agent — temp=0, structured JSON, multi-layer guardrails, anti-sycophancy, evaluation.
04 — Call Center Voice AI
Voice-enabled customer service — Communication Services + AI Speech + OpenAI Agent.
05 — IT Ticket Resolution
Auto-classify, route, and resolve IT tickets — Logic Apps + AI Foundry + ServiceNow MCP.
06 — Document Intelligence
Extract, classify, and structure document data — Doc Intelligence + OpenAI + Cosmos DB.
07 — Multi-Agent Service
Supervisor agent routes to specialists — Container Apps + Agent Framework + Dapr.
08 — Copilot Studio Bot
Low-code enterprise bot — Copilot Studio + Dataverse + SharePoint.
09 — AI Search Portal
Enterprise search — AI Search + semantic ranking + Web App.
10 — Content Moderation
Filter harmful content — Content Safety + APIM + Functions.
11 — Landing Zone Advanced
Multi-region, policy-driven, enterprise-grade AI landing zone.
12 — Model Serving AKS
Deploy and serve LLMs on AKS with vLLM, GPU nodes, auto-scaling.
13 — Fine-Tuning Workflow
End-to-end fine-tuning — data prep, LoRA training, evaluation, deployment.
14 — Cost-Optimized AI Gateway
APIM-based AI gateway with semantic caching, load balancing, token budgets.
15 — Multi-Modal DocProc
Process documents with text + images using GPT-4o multi-modal.
16 — Copilot Teams Extension
M365 Copilot extension with Graph API and declarative agents.
17 — AI Observability
Monitor AI workloads with KQL queries, quality alerts, workbooks.
18 — Prompt Management
Version control, A/B test, and rollback prompts across environments.
19 — Edge AI Phi-4
Deploy Phi-4 on edge devices with ONNX quantization and local serving.
20 — Anomaly Detection
Real-time anomaly detection — Event Hub + AI analysis + alerting.
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These plays are examples — not limits. The same Toolkit, Packages, and Factory that built them are yours to remix, extend, or use to create entirely new solutions.