Responsibilities

Corporate teams spend billions every year on business entertainment, dinners, events, client experiences, and almost none of it runs through purpose-built software. At the center of our platform are AI agents that do real work for our customers: agents that carry multi-step, high-stakes workflows through to completion, with real money and real relationships on the line. We're looking for a PM to own these agentic experiences. There's no established playbook for this work; the patterns for running agents in production are being figured out in real time, by a small number of teams, and we're one of the teams doing the inventing. You'll own how our agents behave, how their quality is measured and improved, and how the system earns the trust to take on more. AI isn't a feature we bolted on, it's the foundation of our product and how we run the company: we automate what can be automated so people spend their time on judgment, not busywork. As a PM here, you'll prototype ideas yourself, get answers from data without waiting on anyone, and ship faster than you're probably used to.
Own the end-to-end experience our customers have with our AI agents, from first interaction to completed outcome
Own agent quality as a product: evaluation frameworks, review loops, and the metrics that define "good" for a production agent
Own the division of labor between agents and people, where automation earns more autonomy, and where human judgment stays in the workflow
Own the improvement engine: the feedback loops and mechanisms that make agents measurably better every week, at growing volume
Define, prioritize, and execute the roadmap for our agentic product experiences
Go deep in the mechanics: prompt and context engineering, evals, failure analysis; you'll read transcripts, find patterns, and turn them into product decisions
Partner with engineering to ship improvements fast, and build the tooling that makes quality visible and measurable
Work closely with the operations teams whose workflows interlock with the agents; they're part of your product surface
Coordinate with PMs across the product group, since the agents touch nearly every part of the customer journey
Track the frontier: new patterns, research, and techniques emerge weekly in this space, and part of your job is knowing what's real, what's noise, and what we should try next

Qualification

A habit of staying at the edgeSystems thinkingAn empirical mindsetStrong technical fluencyHigh agencyYou writeWhy This Role MattersOwn the most visibleEqual Employment OpportunityAnde is an equal opportunity employer

Required

5+ years of Product Management experience, including hands-on work shipping agentic workflows
Fluency in the patterns of production agentic systems, things like escalation and handoff design, guardrails, human-in-the-loop, feedback loops, and eval-driven development, and the judgment to know which pattern fits which problem
A habit of staying at the edge: this field reinvents itself every few months, and you're the kind of person who's already tried the new technique before most people have heard of it
Systems thinking; you see the agent, the people around it, the feedback loops, and the failure modes as one system, and you design for the whole
An empirical mindset; you'd rather read fifty transcripts than debate a hypothesis, and you know quality is measured, not assumed
Strong technical fluency, comfortable with prompt and context engineering, and able to work shoulder-to-shoulder with engineers on agent architecture
High agency; you spot what matters, take ownership, and run without waiting for permission

Preferred

You've operated an agentic product in production, with real users and real consequences; you know what breaks at volume that demos never show
You've built evaluation systems or quality frameworks for non-deterministic products
Experience in marketplaces or products mediating between two parties
You write, speak, or build in public about agentic systems, or you're active in the communities where this craft is developing
Why This Role Matters
Own the most visible, customer-facing part of what we do, and problems most PMs won't get to touch for years. Work directly with founders and leadership on strategy and execution. Small team, high ownership: your decisions ship, fast. Help define how agentic products get built, at a company where that's the whole point, early enough that your fingerprints are on everything.
Equal Employment Opportunity
Ande is an equal opportunity employer. We are committed to building a diverse and inclusive team and do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, disability, veteran status, or any other characteristic protected by applicable federal, state, or local law. We welcome applications from all qualified candidates and will consider all applicants for employment without regard to any legally protected status

Product Manager, AI at Ande · LumiJobs

Product Manager, AI

Responsibilities

Qualification

Required

Preferred

Company

Ande

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