Primitives

fai-data-chunking-optimize

Optimize RAG chunking, overlap, and metadata boundaries - improve retrieval recall, reduce noisy context, and preserve citation quality

fai-database-migrate-ai

Migrate AI data, embeddings, and index schemas with zero-downtime cutovers - preserve compatibility, validate every step, and keep rollback ready

fai-database-schema-designer

Design database schemas with normalization, indexing, and partition strategies for AI workloads.

fai-dead-code-removal

Identify and remove dead code paths in Python/TypeScript applications with automated tooling.

fai-deploy-01-enterprise-rag

Deploy Enterprise RAG solution play with orchestration, monitoring, and scaling.

fai-deploy-02-ai-landing-zone

Deploy AI Landing Zone infrastructure with networking, governance, and compliance.

fai-deploy-03-deterministic-agent

Deploy Deterministic Agent with structured output validation and evaluation gates.

fai-deploy-04-call-center-voice-ai

Deploy Call Center Voice AI with STT, LLM, TTS streaming pipeline.

fai-deploy-05-it-ticket-resolution

Deploy IT Ticket Resolution automation with multi-agent orchestration.

fai-deploy-06-document-intelligence

Deploy Document Intelligence solution with OCR and entity extraction.

fai-deploy-07-multi-agent-service

Deploy Multi-Agent Service coordinator with agent delegation and state management.

fai-deploy-08-copilot-studio-bot

Deploy Copilot Studio bot with custom actions and conversation flows.

fai-deploy-09-ai-search-portal

Deploy AI Search Portal with semantic ranking, hybrid search, and result reranking.

fai-deploy-10-content-moderation

Deploy Content Moderation system with safety scoring and policy enforcement.

fai-deploy-11-ai-landing-zone-advanced

Deploy Advanced AI Landing Zone with hub-spoke networking and compliance.

fai-deploy-12-model-serving-aks

Deploy Model Serving on AKS with GPU scheduling and autoscaling.

fai-deploy-13-fine-tuning-workflow

Deploy Fine-Tuning workflow with JSONL data prep and evaluation gates.

fai-deploy-14-cost-optimized-ai-gateway

Deploy Cost-Optimized Gateway with model routing and caching.

fai-deploy-15-multi-modal-docproc

Deploy Multi-Modal Document Processing with vision and layout analysis.

fai-deploy-16-copilot-teams-extension

Deploy Copilot Teams Extension with custom actions and bot framework.

fai-deploy-17-ai-observability

Deploy AI Observability stack with KQL, dashboards, and alerting.

fai-deploy-18-prompt-management

Deploy Prompt Management system with versioning and A/B testing.

fai-deploy-19-edge-ai-phi4

Deploy Phi4 models on edge devices with quantization and local inference.

fai-deploy-20-anomaly-detection

Deploy Anomaly Detection system using statistical and ML methods.