Data & AI consulting · York, PA and remote
Speed up your processes and grow revenue by fixing the workflows behind them. I run the discovery that settles questions of trust, speed, and reliability, then build what's needed: automated workflows, reliable analytics, and product-led growth systems.
Teams rarely stall because they picked the wrong software. They stall between “we installed something” and “we can make decisions with it.”
Each engagement starts with focused discovery and ends with something you can use, not a slide deck that sits in a folder. If the work proves out, I stay on to build it.
For teams slowed down by process sprawl
Find where your team's hours leak into copy-paste, re-keying, and chasing documents, then automate the parts that are worth automating.
Typical timeline: 2–4 weeks
For teams whose reporting nobody fully trusts
Settle the definitions, trace the numbers back to their sources, and get to reporting the business can run on.
Typical timeline: 3–6 weeks
For SaaS teams that want self-serve to pull its weight
Define activation, instrument the journeys that matter, and run the experiments that move signup, conversion, and retention.
Typical timeline: Sprint or ongoing advisory
Not sure which fits? Tell me what's slowing your team down and I'll say which one I'd start with, or whether you need any of them.
Book a 30-minute callThe name comes from Archimedes: give me a place to stand and I'll move the world. Good leverage starts with knowing exactly where you stand.
I learn how work and data actually move in your business, not how the org chart says they do. Interviews, system walkthroughs, and a hard look at the numbers.
Every opportunity is scored against clear criteria. You get a short list of what to build, an explicit list of what to defer, and the reasoning behind both.
Working prototypes ship during discovery, not after it. When a prototype earns its keep, I direct the build through to something your team runs every day.
Recent engagement · design & engineering studio
2 weeks
saved per query on patient impact
Analyzed and ingested research data into a dashboarding tool to surface critical numbers for a clinical trial lab
$5M
saved by removing a review bottleneck
In the sales process for a design and engineering firm
Millions
of duplicate records merged
Giving a telehealth company accurate web analytics reporting
2x–4.75x
revenue per customer
Self-serve pricing & packaging restructure at FlowFuse, with 2.7x additional ARR on those tiers
+42%
conversion to paid self-serve
New team-creator onboarding at FlowFuse, in the target cohort
3x
day-one retention
Enterprise onboarding redesign at Stack Overflow, plus a 20-point lift in day-30 retention
Archimedean Growth is my consultancy. When you hire it, you work with me directly, from the first call to the last deliverable.
I've been on both sides of the table. As a growth product manager I built product-led motions: pricing that multiplied revenue per customer, onboarding that lifted paid conversion, and FlowFuse's first AI product. As Lead Client Success Owner at a data & AI consultancy, I ran engagements across data platforms, analytics, and AI delivery, and built the playbook other engagement leads ran on.
Before tech, I was a philosophy professor, and I still teach logic. That training shows up in the work: get the definitions right, question the assumptions, and be honest about what the data can and can't tell you. I also build with AI tools every day, from client prototypes to the open-source apps I ship for myself.
“I've watched teams argue about dashboards for weeks when the real disagreement was about the meaning of a word.”
Bring the workflow that eats your week or the number nobody trusts. You'll leave with a clear view of where to start, whether or not we work together.
Book a callPrefer to message first? Reach out on LinkedIn.