Buildout is building the Broker Operating System for commercial real estate. You will own the strategy and roadmap for AI, the AI assistant embedded across the suite: the skills it performs, the judgment of when it should use AI reasoning versus the platform's own exact calculations, and the quality bar it ships against.

How You'll Contribute at Buildout

Set the vision, strategy, and roadmap for AI: decide which skills we build, in what order, and why.

Be customer facing: spend real time with customers, watch how they actually work, test AI skills against their live workflows, and carry what you learn directly into the roadmap and eval sets.

Prioritize the backlog against broker value, technical feasibility, and quality risk, and run it from concept through launch and iteration.

Define what "good enough" means: build and maintain the eval sets and quality bar each AI skill ships against, and review regressions before every release.

Decide deterministic vs LLM per skill. Know when a rule-based engine beats a model (our next-step recommender is a deterministic engine, not the LLM guessing).

Own prompt, context, and retrieval design and improve it against measured evaluations rather than gut feel.

Set the guardrails: grounding in real records, permission-scoping, confirm-before-action, hallucination controls, and the rollback plan for non-deterministic failures.

Turn broker workflows into skill specs an engineer can build from: trigger, what it reads, what it writes, guardrail, surface.

Ask sharp questions and unblock engineering.

Measure dual metrics: product outcomes (adoption, task success) and model quality (accuracy, groundedness, regression rate). Watch latency and cost against quality.

Senior Product Manager, AI

Responsibilities

Benefits

Company

Buildout

More roles at Buildout