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A1 is a self-funded AI group, operating in full stealth. We’re building a new global consumer AI application where product decisions are inseparable from model behavior, system constraints, and real user outcomes.
This is a founding product leadership role. You will own the end-to-end AI product strategy - translating complex AI capabilities into scalable, reliable products, while working deeply with ML and engineering teams. This is not a traditional PM role. It requires strong technical judgment, comfort with ambiguity, and the ability to make hard tradeoffs in imperfect systems.
Why This Role MattersYou define what we build and why, grounded in what AI can actually do
You shape how model capabilities turn into real user value
You ensure product ambition stays aligned with technical reality
You own AI product quality across UX, reliability, and outcomes
You influence the direction of the company’s earliest and most critical use cases
Own the end-to-end AI product strategy, grounded in technical feasibility
Translate model capabilities, data constraints, and evaluation results into clear product decisions
Make hard tradeoffs across quality, latency, cost, reliability, and UX
Work daily with ML, backend, and mobile engineers on design, evaluation, and iteration
Define success metrics and feedback loops across offline evaluation, online testing, and human feedback
Drive execution with clear specs, risk awareness, and disciplined prioritization
Ensure AI features ship fast, safely, and reliably into production
Bachelor’s degree in Computer Science or a closely related field
(Software Engineering, Computer Engineering, Applied Math with CS-heavy coursework)Strong understanding of:
Algorithms and data structures
System design
ML fundamentals
Hands-on exposure to AI systems, including:
LLM-based products
Model evaluation
Prompt or pipeline iteration
Ability to reason about:
Model limitations
Hallucinations
Bias and drift
Comfortable reading, reviewing, and discussing technical design documents
6+ years of product experience
Proven ownership of complex, technical products
Experience working closely with senior engineers and ML teams
Strong judgment and decision-making under uncertainty
Experience shipping AI-heavy consumer products
Background as an engineer or strong technical PM
Experience defining evaluation metrics for ML systems
Strong intuition for AI UX patterns and failure handling
Prior experience in zero-to-one product environments
We operate as a dense, senior, high-performance team. We value clarity, speed, craftsmanship, and relentless ownership. We behave like founders — we build, ship, iterate, and hold ourselves to a high technical bar.
If you value excellence, enjoy building real systems, and want to be part of a small team creating something globally impactful, you’ll thrive here.
About A1A1 is a self-funded, independent AI group, focused on building a new consumer AI product with global impact. We’re assembling a small, elite team of ML and engineering builders who want to work on meaningful, high-impact problems.
