Guide

AI Vocabulary for PMs

PMs need AI vocabulary to write specs, review demos, and challenge engineering estimates without guessing. Learn terms product managers use with eng and design daily. Prompthaus pathway packs include product-facing AI terms with examples from roadmaps and reviews.

Learn this term every day on iPhone.

One hand-written term. A real workplace example. Thirty seconds before your day gets loud.

Specs that engineering can build

Replace 'make the AI smarter' with grounding requirements, eval criteria, and fallback behavior. Vocabulary makes PRDs legible and negotiations shorter.

Evals and guardrails in plain language

You do not need to derive loss functions. You need to ask whether evals cover edge cases and whether guardrails match brand risk. Cards define those nouns with product examples.

Stakeholder meetings without fog

When leadership asks about on-device vs cloud, context windows, or vendor lock-in, you answer in builder terms—not hand waves. Sources · PwC 2026 Global AI Jobs Barometer · McKinsey MGI, Nov 2025.

FAQ

Do PMs need prompt literacy?

Yes. PMs often write the first prompt in a prototype. Prompt literacy keeps prototypes closer to production constraints.

Which pathway should PMs pick?

Choose a product or AI-product pathway in Prompthaus. Ten terms align to how PMs talk about ship criteria and risk.

Can PMs verify skills for hiring?

Skills Wallet credentials help PMs hiring builders see verified vocabulary—not just keyword-stuffed resumes.