Senior/staff Product Manager, AI Document Generation

EvenUp EvenUp · Vertical AI · San Francisco, CA · Hybrid · Product Management

Senior/Staff Product Manager for AI Document Generation at EvenUp, a fast-growing vertical SaaS company. The role focuses on owning the product lifecycle for document generation, partnering with engineering and ML teams to build LLM-powered features, and understanding legal workflows to drive improvements. Requires B2B SaaS PM experience and hands-on experience with AI-powered products, agentics, and LLMs/LMMs.

What you'd actually do

  1. Own the full product lifecycle for document generation, from discovery and definition through launch and iteration.
  2. Deeply understand how legal teams work, identifying friction points and translating them into product decisions that drive meaningful workflow improvements.
  3. Partner with engineering and ML teams to build LLM-powered features that are reliable, accurate, and genuinely useful to practitioners.
  4. Define and track success metrics, using both qualitative research and quantitative analysis to continuously improve the product.
  5. Collaborate with design, customer success, and go-to-market teams to ensure smooth launches and tight feedback loops post-release.

Skills

Required

  • 5 -7+ years of product management experience in B2B SaaS.
  • Hands-on experience building and shipping AI-powered products, with direct working knowledge of agentics and LLMs/LMMs.
  • Strong user research instincts
  • Proven ability to take a product from concept through launch in a cross-functional environment.
  • Clear communicator who can translate between technical complexity and user experience.
  • Comfortable moving fast in a high-growth environment where priorities shift and ambiguity is part of the job.

Nice to have

  • You love complexity and you dive in the details; figuring out how to improve hundred+ page documents, used in core legal workflows (like trials), is right up your alley.

What the JD emphasized

  • Hands-on experience building and shipping AI-powered products, with direct working knowledge of agentics and LLMs/LMMs. This is a requirement, not a bonus.

Other signals

  • AI-powered workflows
  • LLM-powered features
  • document generation