Product Manager - AI-Native Business Systems
Core
Product Manager responsible for scaling AI-native business systems and operational tooling across the entire company, bridging infrastructure teams with commercial ops and backoffice G&A to unify digital layers and automate workflows.
Role type
Senior IC Product Manager (AI Infrastructure & Business Systems)
Builds
Company-wide AI agent infrastructure, MCP integrations, enterprise reporting systems, and automated operational workflows.
Domain
AgTech / Life Sciences / AI Infrastructure
Deliverable
production ML models | product features | dashboards & analysis
Required skills
SQL, Python, LLM evaluation frameworks, Model Context Protocol (MCP), agent orchestration, system architecture, cross-functional influence, prototyping
Preferred skills
MLOps, BizOps, graph databases, data warehouse integrations, robotics/life sciences background
Technologies
MCP, agent frameworks, LLMs, SQL, Python
Responsibilities
Scale company-wide AI deployment and drive adoption of agent infrastructure; Define and govern MCP integrations and agent skills for secure tool access; Establish evaluation frameworks and monitor AI agent performance metrics; Architect enterprise reporting and define standardized KPIs as the single source of truth; Automate manual reporting workflows using AI-native tools; Prototype v1 workflows to validate proof-of-concepts before scaling; Enforce platform governance to prevent tool and system sprawl.
Seniority
Senior, hands-on IC