Work With Me
Data product leadership, AI-native operating habits, and decision infrastructure.
Consulting is the applied version of my operating model: product discipline for data teams, AI-native execution habits, and decision infrastructure that connects data work to commercial decisions.
Healthcare data teams, B2B data product teams, and product leaders who need stronger product judgment around analytics, AI workflows, commercial packaging, and executive decision-making.
For Individuals & Teams
AI-Native Operating Workshop
A practical workshop for leaders and teams who need GenAI to change real work. We map your recurring decisions, design usable workflows, and practice with tools until the habits are concrete.
Common formats: healthcare AI workshop, data product team workshop, executive enablement, or a hands-on operating-system sprint for product and analytics leaders.
For PMs & Data Team Leads
Data PM Coaching (1:1)
Most data teams have smart people doing PM work without PM training. They write briefs that miss data quality constraints, prioritize by gut feel, and default to dashboards when leadership asks what should be built.
I work 1:1 with PMs, analysts-turned-PMs, and data team leads to close that gap. This is product coaching for data products, B2B contexts, and teams where the product is the data.
What we cover:
- Prioritization frameworks built for data teams (not borrowed from SaaS)
- Product briefs that account for ETL dependencies and data ownership
- Strategic document craft (company strategy, product strategy, ICPs)
- AI-native workflows as a PM accelerant, not a crutch
- Stakeholder communication when you have responsibility without authority
Data PM Cohort
Same curriculum as 1:1 coaching, delivered in a small group of 8-12 data PMs. You learn from each other's problems as much as from me.
Six weeks:
- Week 1: Prioritization for data teams (RICE adapted for data constraints)
- Week 2: Product briefs that data engineers actually read
- Week 3: Strategic documents (strategy, ICP, roadmap)
- Week 4: Stakeholder management and taking feedback from leadership
- Week 5: AI-native workflows for PMs (practical, not theoretical)
- Week 6: Career architecture (product ops, fractional, what's next)
Includes live sessions, peer cohort, templates from real engagements, private Slack community, and 1 month post-cohort office hours.
For Data Teams (Org-Level)
Data Team Accelerator
A structured engagement for data teams that need to move from reporting output to product outcomes. We audit decision-making systems, product habits, and adoption loops before touching tooling.
What you get:
- DPOS Assessment (People, Process, Product, Platform)
- Decision infrastructure design
- Product brief and prioritization system
- AI-native workflow implementation
- Team training (agent-assisted execution, prompting, automation)
- 90-day action plan with clear ownership
Ideal for 2-10 person data teams at B2B or healthcare companies with strong technical talent but unclear product operating habits.
For Leadership
Fractional Product Leadership for Data Products
Embedded product leadership for healthcare data products, analytics platforms, or AI-enabled product teams. I shape the roadmap, tighten the operating cadence, and build the decision systems your team needs.
Most recently served as Fractional CPO at a healthcare data company. Built product strategy from scratch in 3 months, delivered prioritization frameworks the team could run independently, and coordinated handoff to permanent leadership.
What this looks like:
- 10-20 hours/week (flexible)
- Roadmap and product strategy ownership
- Stakeholder alignment
- Data team coaching and product rituals
- Executive communication
AI-Native Operating Workshop
1:1 Coaching or Cohort
Data Team Accelerator
Fractional Product Leadership
Do you work with non-healthcare companies?
Yes. My methods apply to any B2B data team. Healthcare is where I have the deepest experience, but decision infrastructure problems are universal.
What makes this different from other consultants?
Most consultants focus on execution speed: better dashboards, faster automation, cleaner decks. I focus upstream on product judgment and decision systems, then use AI-native workflows to make the right work faster.
I'm a PM on a data team but don't have budget for a team engagement.
The 1:1 coaching and cohort programs are designed for individual contributors and team leads. You don't need your company's buy-in to invest in your own development.
What tools do you use?
Claude Code, ChatGPT, dbt, Obsidian, n8n, analytics tools, and whatever your team already has. Tools matter less than systems. I will work with your stack.
Not sure which fits? Book a 30-minute discovery call. No pitch, just honest assessment of whether we're a fit.
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