Product Manager - AI-Native Business Systems

The role

The Product Manager will bridge core Infrastructure and AI Native Business Systems with company-wide operational execution. You will expand operational capabilities with AI and turn foundational AI capabilities into pragmatic operational systems.

What you will do

• Scale Company-Wide AI Deployment by partnering across engineering teams.
• Manage MCP and Tooling Access by defining and governing integrations and agent skills.
• Improve Evals and Quality Standards by standing up evaluation frameworks.
• Architect Enterprise Reporting and Ground Truth to define and govern KPIs.
• Automate Operational Friction by deploying AI-native automations.
• Own Technical Delivery and Prototyping by personally prototyping v1 workflows.
• Prevent Tool and System Sprawl through platform governance.

Required qualifications

• 5+ years of product management experience building internal platforms, business systems, or operational tooling with company-wide scope.
• Deep understanding of modern AI technology concepts including LLM evaluation frameworks (evals), model context protocols (MCPs), and agent orchestration/harnessing.
• Actively uses AI tooling, agentic coding harnesses, or vibe coding platforms in daily prototyping and workflow design.
• Demonstrated history of taking manual, Excel-based, or multi-department fragmented processes and turning them into scalable automated systems.
• Exceptional communicator who earns cross-functional trust with Commercial, Operations, G&A, and Engineering.
• Highly fluent in SQL/Python and comfortable interfacing with modern API/data architecture.

Nice to have

• Bachelor’s degree in Computer Science, Data Analytics, or a related quantitative field
• Direct experience partnering with AI Ops, MLOps, or Core Infrastructure teams to productize AI tools internally.
• Experience in a "Business Systems," "BizOps," or "ProductOps" function at a high-growth startup.
• Experience with graph databases or complex data warehouse integrations.
• Background in a data-rich, operationally intensive vertical (robotics, life sciences, or advanced manufacturing).

About the company

Ohalo develops novel breeding systems and improved plant varieties to help farmers grow more food with fewer natural resources. Their Boosted Breeding™ technology aims to transform global agriculture.