Services

🧠 Product Strategy for Data & AI

• AI use case discovery + prioritization
• MVP definition and validation plans
• Business alignment + success metrics

🛠 Delivery Support for ML & LLM Projects

• Collaborate with engineers and researchers
• Bridge product, tech, and stakeholder teams
• Write tickets, specs, docs, and dev workflows

✨ Generative AI & LLM Product Design

• Chatbot UX, prompt iteration, persona tuning
• Retrieval-Augmented Generation (RAG) planning
• Ethical and explainable AI product guidance

🧩 Platform & Developer Experience Consulting

• Onboarding flows for APIs and internal tools
• Dev portals, SDKs, and documentation strategy
• Workflow design for AI/ML end users

🧠 AI Agent Product Design

• Use case discovery: When do agents actually help?
• Planning agent workflows and multi-step reasoning
• Integrations, tools, and memory (e.g. LangGraph, OpenAI functions)
• Define task boundaries, success metrics, and fallback plans