Product Manager, Data Platform

Own the product roadmap for aPriori's data management strategy, including data services, performance, cost, and availability requirements. Partner with data engineering to ensure the platform is reliable, scalable, and optimized for real-time analytical workloads and AI/ML pipelines. Define data quality standards, SLAs, and observability requirements while championing a culture of trustworthy data. Drive the vision for the analytics layer, overseeing the semantic model as a governed, reusable layer that balances self-service flexibility with data integrity. Own the roadmap for core AI services, collaborating to build prompt pipelines, context engineering strategies, and model evaluation frameworks. Define guardrails, responsible AI requirements, and human-in-the-loop checkpoints to ensure safe, auditable outputs. Establish requirements for the orchestration layer, including agent handoffs, failure handling, and scaling, while setting quality gates for agentic workflow reliability and cost efficiency.