Group Product Manager, AI & Clinical Intelligence

About the role

As Group Product Manager, AI & Clinical Intelligence, you will own the product strategy and roadmap for the AI-powered capabilities that support clinical care at Equip — from decision support and care-team tooling to patient-facing intelligence features. You'll sit at the intersection of AI engineering, clinical leadership, and product, translating clinical expertise and model capability into safe, effective, and trusted digital experiences. This is a highly cross-functional, high-visibility role reporting into product leadership, ideal for someone who can move fluently between technical AI conversations and clinical nuance.

Responsibilities

• Own the product roadmap for AI and clinical intelligence capabilities, aligning it with clinical outcomes goals, company strategy, and regulatory requirements.

• Partner closely with AI/ML engineers to scope, prioritize, and ship models and features — translating clinical requirements into technical specifications and translating technical constraints back into clinically sound product decisions.

• Collaborate with clinical leadership (therapists, dietitians, medical providers) to ensure AI-assisted tools reflect gold-standard eating disorder treatment practices and do not introduce clinical risk.

• Define and govern responsible AI practices for clinical use cases, including model evaluation criteria, human-in-the-loop safeguards, escalation paths, and bias/safety monitoring appropriate to a clinically sensitive population.

• Design and oversee analytics and evaluation frameworks that measure model performance, clinical impact, and patient/provider trust — not just usage.

• Guide AI product development through the full lifecycle: problem framing, model/vendor evaluation, prototyping, clinical validation, launch, and iteration.

• Translate healthcare regulations and compliance requirements (HIPAA, informed consent, clinical documentation standards) into product and model requirements.

• Conduct research with patients, providers, and clinical staff to identify where AI can responsibly reduce burden or improve care, and where it should not be applied.

• Present AI product strategy, risk considerations, and results to executive leadership, clinical leadership, and the board as needed.

• Mentor and potentially build out a small team of PMs focused on AI/clinical intelligence workstreams.

• Perform other duties as assigned.

Qualifications

• 8+ years of product management, including significant AI/ML experience in regulated or clinically sensitive domains.

• Strong technical fluency in AI/ML (e.g., model evaluation, RAG, guardrails) to partner effectively with engineering.

• Experience building products for clinical workflows and healthcare operations.

• Expertise in healthcare regulatory requirements (e.g., HIPAA, clinical decision support standards).

• Comfort navigating ambiguity to establish AI guardrails in clinical settings.

• Ability to lead cross-functional teams and translate requirements between clinical, technical, and executive stakeholders.

• Data-driven approach to measuring product performance, clinical impact, and safety outcomes.

Preferred Qualifications:

• Background in mental health or eating disorder treatment services.

• Direct experience with clinical decision support tools, care coordination platforms, or clinical documentation AI.

• Familiarity with responsible AI/AI governance frameworks in a healthcare context.

• Experience partnering with or managing applied AI/ML engineering teams.

• Knowledge of value-based care models and healthcare quality measurement.

• Understanding of behavioral health regulations and patient privacy requirements.