- Project management in AI products development
AI product strategy and use case design (analysing current business processes, designing the AI solution's workflow, creating the business case and ROI projection. Answering the question: "What should we build and why?")
Product design and product management of AI products / services
AInomics design and AI economist services - design of the economic model of an AI product / service; description of model of monetization of an AI product
AI integration project management (classic PM for AI. Managing the entire lifecycle of integrating an AI tool into a company's existing systems. Handling timelines, budgets, vendor management and ensuring the final product works as promised.
AI prompt engineering and workflow architecture (designing the entire "conversation architecture" for a complex AI agent. This work involves creating systems for context management, tool selection (web search, database lookup), and failure recovery.
AI data pipeline and readiness auditing (data quality assessment and bad data identification. Auditing a company's data sources, cleanliness, and structure. Designing the pipeline to prepare their data for fine-tuning a model or for Retrieval-Augmented Generation (RAG).