FAI Solution Plays
101 production-ready AI solutions — each with DevKit, TuneKit, SpecKit, Bicep IaC, and evaluation. Search, filter by category, or browse all.
FAI Ecosystem
Factory builds, Packages deliver, Toolkit equips#01 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.