You won the pitch. Now can your AI survive the audit? Innovation without traceability kills deals before they close.


Most startups are building AI on a foundation of "hope." You’re moving fast, but the "Compliance Gap" is looming. Whether it’s an enterprise prospect asking for your NIST AI RMF alignment, or the fear of proprietary data leaking into public LLMs, the friction between building and protecting is slowing you down. You need executive-level product leadership to navigate the complex world of GRC (Governance, Risk, and Compliance), but you aren't ready for a $400k full-time hire.


I provide Fractional Product Management that acts as your company’s I bridge the gap between high-level strategy and technical execution, ensuring your AI use cases are prioritized by ROI and protected by the same risk frameworks used by Tier-1 global banks.


The "Celestial Strategy" Suite:
* AI Use Case Inventory & Prioritization: A data-backed roadmap identifying which AI features drive revenue vs. which ones drive liability.
* The Governance Blueprint: Custom implementation of NIST AI RMF, ISO 27000, or PCI DSS tailored for your specific tech stack (Snowflake, AWS, etc.).
* Responsible AI Guardrails: Setup of ML Model Cards and data sampling engines to ensure your models are transparent, unbiased, and enterprise-ready.
* Operational Governance: Lean, SAFE Agile workflows that integrate risk checks directly into your sprints so security never feels like a bottleneck.

Enterprise Credibility. Startup Speed.
* Scale: Former PM at JPMorgan Chase, Liberty Mutual and Capital one leading cross-functional international teams.
* Efficiency: Proven track record of reducing manual data classification effort by 70% and reducing and manual efforts to produce reporting metrics 
* Precision: Risk advisor for a multi-trillion dollar mortgage-backed securities market; I know exactly what regulators and enterprise auditors look for.
* Certified Authority: CISSP, CISM, PMP, and AWS Certified Machine Learning Engineer.

Expert Perspective:
* The 2-Week AI Risk Audit: A comprehensive "gap analysis" of your current AI strategy and compliance posture. 
* The Fractional Head of Product: 10 hours/week of dedicated leadership, roadmap ownership, and stakeholder management.
* Strategic Advisory: Monthly "office hours" and roadmap validation. 


Secure your spot for a 45-minute consultation to identify your biggest AI risk factors.

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