William L.
Product Manager - AI | Innovation for EMS/Fire/Hospital
- Role
- Product Manager- Ai Innovation at ESO
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About William L.
Product Manager building AI-powered, data-driven products for EMS, Fire RMS, and Hospital Registry teams. My focus: turn complex clinical and operational workflows into simple, high-trust experiences backed by strong data engineering and pragmatic architecture. I lead strategy and delivery for analytics and automation across various data products while also leading development of AI features as part of the ESO Labs AI innovation team. I partner closely with Engineering, UX, Data Science, Sales, and clinical SMEs to translate real-world needs into scoped solutions, measurable outcomes, and durable product roadmaps.Beyond product leadership, I bring hands-on depth in healthcare data design and pipelines/schema modeling, ELT/ETL patterns, performance tuning, governance, and secure sharing. So non-technical users can self-serve insights without compromising privacy or quality. I care about clinical rigor, change-management, and clear documentation (PRDs/BRDs, OKRs, acceptance criteria) that de-risk delivery and accelerate adoption.What motivates me: improving health and safety outcomes by making high-quality data and AI accessible to the people doing the work: medics, nurses, registrars, analysts, and leaders.If you’d like to compare notes on AI adoption in healthcare data, or explore collaboration, feel free to reach out.Specialties: Healthcare & Public Safety SaaS • Product Strategy & Roadmapping • Snowflake Data Products & Direct Shares • OLAP/Dynamic Tables • ELT/ETL & Data Modeling • AI/ML (multi-agent workflows, RAG, vector/NLP search) • Self-Serve Analytics & Dashboards • Clinical Quality & Registry Workflows • Privacy, Guardrails & Governance • Cross-Functional Discovery→Delivery
Experience
Product Manager- Ai Innovation
Jul 2023 — Present · Austin, TX, US
Innovation product leader driving data-centric, AI-powered solutions across EMS, Fire RMS, and Hospital Registry products. Owns strategy, roadmap, and delivery for AI/ML and platform features spanning cloud-based products, AI-assisted feature development, Machine Learning feature design and agentic workflows, balancing clinical rigor, regulatory constraints, and user simplicity.Translate market, clinical, and operational needs into PRDs/BRDs, acceptance criteria, and measurable OKRs.Lead cross-functional discovery→delivery with Engineering, UX, Data Science, and GTM; prioritizing via evidence and ROI.Architect data products and self-serve analytics enabling non-technical users to extract insights.Ship human-centered AI features with guardrails, evals, and domain prompts.Build multi-agent and RAG workflows; integrate vector/NLP search to accelerate decision-making and reporting.Establish governance, change-management, and KM assets (Confluence/Jira/Pendo) to align stakeholders and scale delivery.Partner with Sales/CS and clinical SMEs to drive adoption, revenue impact, and quality score improvements.
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