Services
From Weather Data to Business-Ready Products
Raw forecast accuracy has been commoditized — GFS, ECMWF, GraphCast, and others all perform well. The edge has shifted to what comes next: interpreting confidence, acting under uncertainty, and avoiding costly decisions built on false certainty. That's what these engagements are built around.
Three Ways I Can Help
Most clients combine elements across all three. We'll figure out what makes sense for your situation during the discovery call.
For weather tech founders building something new. I help you scope, validate, and build products that solve a real problem in a way customers can understand and act on. Hands-on, embedded work — not just advice from the sidelines.
Positioning and messaging for technically complex weather products. I help you answer the question your customers are really asking: 'Why does this forecast matter to me right now?' — and build a sales motion around the answer.
A technical sounding board for leadership teams navigating weather exposure, data strategy, or the emerging AI forecasting landscape. Structured as a retainer or on-demand depending on what fits.
Who I Work With
Pre-Seed to Series A, and Decision-Makers in Between
The right fit matters
I'll tell you quickly if I can help and what a realistic outcome looks like. If it's not a fit, I'll say so — and often point you toward someone who is.Early-Stage Weather Startups
You have a technology and a thesis. You need help turning it into a product someone will pay for and a story someone will fund.
Growth-Stage Companies
Your product works. Now you need to scale distribution, sharpen positioning, or navigate a new market vertical — and you need a partner who understands both the science and the strategy.
Non-Weather Organizations
Operations, finance, or strategy teams who deal with significant weather exposure but don't have meteorological expertise in-house. I translate the atmosphere into decisions your team can act on.
Open to Interesting Problems
If you're working on something compelling at the intersection of weather science and real-world decisions, I'm interested. Reach out and tell me what you're building.
What to Expect
Straightforward process. Focused outcomes.Focused Engagements
I take on a limited number of projects at a time to give each one real attention. You get me — not a junior associate who has to be briefed every meeting.
Honest Scoping
No inflated deliverables, no padded timelines. I'll tell you what's achievable and what's not before we start.
No Hard Sell
This isn't a sales process — it's a conversation about whether there's a fit. If there is, we'll both know it.
Flexible Structure
Hands-on product work, pure advisory, or something in between — the engagement model matches what you need, not a standard package.
Expertise
Areas of Deep Expertise
Where the forecast confidence framework creates the most immediate, measurable impact.
Extracting actionable signal from model spread, disagreement, and probabilistic output rather than defaulting to a single deterministic forecast.
Applying meteorological confidence principles to weather-based market instruments, where small probability edges translate directly into outcomes.
Forecast confidence for snow removal, road treatment, and municipal planning — where the cost of being wrong is high and model spread tells a more honest story than any single deterministic output.
Demand forecasting, renewable integration, and grid management under uncertainty — where the tails of the distribution matter as much as the mean.
Navigating the full model landscape — ECMWF, GFS, HRRR, RRFS, GraphCast, Pangu, and many other forecast models — knowing when to trust each, when to blend them, and where each falls short.
Positioning, messaging, and go-to-market for weather-dependent products — built for audiences that range from meteorologists to CFOs.
Interested? Let's start with a conversation.
No intake form, no formal process. Just reach out and tell me what you're working on.