AI Agent Platform PM — Roadmap, Safety & Trust

Atom Matrix Innovation LLC; San Francisco (CA); On-site; USD 150,000 - 210,000; Full time

Job summary

Atom Matrix Innovation LLC seeks aTechnical PM to own the AI agent platform roadmap, shaping instructions, tools, knowledge, guardrails, and cross-channel behavior. You will partner with AI and platform engineers to define scope, safety, and sequencing, turning high-stakes problems into tangible products for developers and operators.

You’ll work with customers to uncover wins and failures, write clear specs, and lead with data.

Qualifications

• 5+ years in product management, including technical or platform/API products.
• Fluency with how modern AI systems behave — you can have a real conversation with engineers about retrieval, tool calling, and evaluation.
• A track record of shipping products that developers or operators rely on, and of saying no well.
• Strong written communication — you make complex things clear on a page.
• Comfort with ambiguity and high stakes; you design for failure and human control, not just the happy path.

Responsibilities

• Own the vision, strategy, and roadmap for the AI agent platform, from tool definitions and knowledge to handoff and guardrails.
• Talk to customers constantly — understand where agents win, where they fail, and what would make teams trust them with more.
• Write the specs and make the trade-offs: what ships, what waits, and what we deliberately won't do.
• Partner with engineering on evaluation — define what "better" means and hold the bar with data.
• Work with design on how confidence, citations, approvals, and handoff appear to operators and end customers.
• Coordinate launches with docs, sales, and support so a capability lands well, not just ships.

Skills

Product management

APIs / API products

Customer interviews

Spec writing

Data-driven decisions

Cross-functional collaboration

Engineering collaboration

Communication

Job description

Atom Matrix Innovation LLC seeks aTechnical PM to own the AI agent platform roadmap, shaping instructions, tools, knowledge, guardrails, and cross-channel behavior. You will partner with AI and platform engineers to define scope, safety, and sequencing, turning high-stakes problems into tangible products for developers and operators.

You’ll work with customers to uncover wins and failures, write clear specs, and lead with data.