AI skills & solution delivery
From AI experiments to production-ready capability
We help organizations move beyond AI experimentation by combining solution architecture, responsible governance, workforce enablement, and measurable adoption into practical AI capability.
Generative AI Solution Architecture
Designing production-ready GenAI solutions that move beyond prototypes into usable business workflows. This includes LLM-based applications, orchestration patterns, APIs, integration layers, secure deployment models, and evaluation loops.
Related technologies: Azure OpenAI Service, Azure AI Foundry, Amazon Bedrock, Amazon SageMaker AI, Hugging Face, Anthropic Claude, Microsoft 365 Copilot, GitHub Copilot, Google Gemini, MCP, Ollama, LangChain, LangGraph, LangSmith.
RAG & Knowledge Assistants
Building grounded AI assistants that connect LLMs with trusted enterprise knowledge sources. This includes document ingestion, chunking strategies, embeddings, semantic search, context management, answer grounding, and retrieval evaluation.
Related technologies: Azure AI Search, Elasticsearch, Pinecone, Weaviate, Qdrant, ChromaDB, Microsoft SharePoint, Microsoft OneDrive, Google Workspace, Google Drive, Google Docs, Confluence.
AI Agents & Workflow Assistants
Creating AI-assisted workflows where models can reason over tasks, use tools, call APIs, support decisions, and automate repetitive activities under clear human oversight. The focus is practical automation with control, traceability, and accountability.
Related technologies: Microsoft Copilot Studio, Power Automate, n8n, CrewAI, Amazon Bedrock Agents, Vertex AI Agent Builder, LangGraph, LangSmith, AutoGen, MCP, GitHub Actions.
AI Adoption & Workforce Enablement
Designing AI literacy and enablement programs for both technical and non-technical employees. This includes role-based learning paths, AI affinity models, communities of practice, AI champions concepts, and progression from beginner to intermediate levels.
Related technologies: Microsoft 365 Copilot, GitHub Copilot, Claude Enterprise, Claude Code, Claude Cowork.