Primitives

agentic-rag

Autonomous RAG where the AI agent controls retrieval — decides when to search, which sources to query, iterates on results.

ai-landing-zone

Azure AI Landing Zone — subscription vending, network topology, RBAC, policy enforcement.

ai-landing-zone-advanced

Advanced AI Landing Zone — multi-region deployment, private endpoints, Azure Firewall, DDoS protection, sovereign cloud patterns.

ai-observability

AI Observability — distributed tracing for LLM calls, token usage dashboards, latency monitoring, evaluation score tracking.

ai-search-portal

AI Search Portal — full-text and vector hybrid search with semantic ranking, faceted navigation, autocomplete.

anomaly-detection

Anomaly Detection — real-time and batch anomaly detection for time-series, metrics, and log data. Uses Azure AI Anomaly Detector, custom ML models.

browser-automation

AI-driven web task execution using Playwright MCP and GPT-4o Vision — navigate websites, extract data, fill forms.

call-center-voice-ai

Call Center Voice AI — real-time speech-to-text, intent classification, sentiment analysis.

content-moderation

Content Moderation — real-time text, image, and multi-modal content safety with Azure AI Content Safety. Includes severity scoring.

copilot-studio-bot

Copilot Studio Bot — custom copilot experiences with Microsoft Copilot Studio, Power Virtual Agents.

copilot-teams-extension

Copilot for Teams Extension — declarative agents, API plugins, message extensions.

cost-optimized-ai-gateway

Cost-Optimized AI Gateway — intelligent model routing, token budget enforcement, request caching, rate limiting.

deterministic-agent

Deterministic AI Agent — finite state machines, rule-based routing, guardrailed tool use.

devops-oncall

DevOps and on-call operations — incident triage, Azure resource diagnostics, KQL query generation, deployment automation.

document-intelligence

Document Intelligence — OCR, form extraction, table recognition.

edge-ai-phi4

Edge AI with Phi-4 — deploy small language models on edge devices, IoT hubs, and local inference servers. Quantization, ONNX optimization.

enterprise-rag

Production-grade Retrieval-Augmented Generation pipeline with Azure AI Search, OpenAI embeddings, Container Apps deployment, and WAF-aligned evalua...

fine-tuning-workflow

Fine-Tuning Workflow — dataset preparation, training job orchestration, evaluation pipelines, model registry.

it-ticket-resolution

IT Ticket Resolution — automated incident classification, knowledge base search, resolution suggestion.

model-serving-aks

Model Serving on AKS — GPU-accelerated inference, autoscaling with KEDA, model versioning, A/B deployment.

multi-agent-service

Multi-Agent Service — orchestrated agent teams with supervisor patterns, tool delegation, shared memory.

multi-agent-swarm

Deploy specialized AI agents that collaborate via supervisor, pipeline, and debate patterns — .

multi-modal-docproc

Multi-Modal Document Processing — combine OCR, vision, speech, and text analysis for complex document workflows. Extract structured data from PDFs.

power-platform

Power Platform AI integration — Power Apps code components, Power BI DAX and modeling, Power Automate flow design, Dataverse SDK patterns.