activation , Apis, Saas, marketplaces, analytical mindset, stakeholder-management, B2b, customer-discovery, developer products, product management, technical integrations, partner experiences, B2B2C, platform integrations, Onboarding

AWS ecosystem, AI product management, AI engineering, data expertise, AI evaluation frameworks, evaluation systems, modern AI application architectures, grounding systems, AI monitoring and observability

Erp, operational tooling, low-code platforms, multi-agent fleet coordination, workflow orchestration, logistics, data-intensive products, logistics optimisation, Scheduling, developer platform tools, Mes, observability, industrial integrations, Wms

Cloud Infrastructure, agent orchestration design, event-driven communication, technical product management, AI observability tooling, document understanding, knowledge graph development, structured data extraction, AI product management

Data Science, metrics, Machine Learning, logs, traces, observability data, statistical models, anomaly detection, AIOps, Event Management, predictive alerting

AI product thinking, Attention To Detail, Validation, Enterprise product management, Agentic workflow understanding, Client-facing communication, Commercial Awareness, AI feature conceptualization, Hands-on prototyping, experimentation, Consulting maturity, Cross-functional collaboration, Execution discipline, Account growth mindset, Requirements rigor