AI Product Manager

For Startups and enterprises building or integrating AI/ML-driven products who need cutting-edge product thinking.

AI is changing the product landscape. Our AI Product Manager blends technical insight, ethical frameworks, and user-centered design to guide the development of intelligent products. Whether you're building an AI-native app, embedding GPT-style functionality, or exploring automation, this tier offers strategic and operational expertise tailored to the unique challenges of AI productisation.

What’s Included:

Discovery & Strategy

• Identify high-impact AI use cases for your business

• Define AI product vision and roadmap

• Align AI/ML solutions with customer journeys and market needs

• Competitive analysis of existing AI tools and models in your space

Product Design & Development

• Collaborate with data scientists and ML engineers

• Translate AI models into usable features

• Define and manage AI/ML-specific product requirements (accuracy thresholds, training data needs, etc.)

• Privacy, data governance, and model explainability considerations

Experimentation & Delivery

• Set up A/B or multivariate testing for AI outputs

• Integrate user feedback into model training loops

• Track key performance metrics (model accuracy, adoption, retention)

• Champion Responsible AI and mitigate bias in product outcomes

Cross-functional Collaboration

• Liaise between engineering, research, design, and compliance teams

• Ensure alignment on technical feasibility, ethical guardrails, and business goals

Bonus Features

• Dedicated Miro board for AI architecture and user flow diagrams

• Access to vetted AI/ML freelancers and partner engineers (if needed)

• Support for fine-tuning GPT-style models or LLM integration

• Tool stack recommendations (e.g., Langchain, Pinecone, Weights & Biases, etc.)

Commitment:

• Bi-weekly strategy and model alignment calls

• Slack/Teams async support and collaboration