[ WHO I WORK WITH ]Industries I build for

Built for businesses where it can't break.

I spent 15+ years building systems for the largest US banks, the kind that move $10M+ a month and can't be wrong. That's the bar I bring to growing companies, because a missed renewal, a wrong number, or a dropped record has a real cost in these industries too.

[ 01 ]By industry

Where I've done this work before.

These are the environments I've built in, most of them with real volume, regulation, and not much tolerance for error. Here's what the work looks like in each, and what it has been worth.

Financial Services

Largest US banks · mission-critical · regulated

The pain

Reconciliation, reporting, and compliance work that can't be late, can't be wrong, and can't ride on a spreadsheet someone forgets to run.

What I build
  • Automated reconciliation across ledgers, statements, and feeds (with a full audit trail)
  • Regulatory report generation and validation pipelines
  • Real-time exception alerts that catch a break before it hits a filing
$10M+/momoved through systems I built, zero reconciliation breaks

E-commerce & DTC

DTC ops · real volume

The pain

Orders, inventory, and customer data scattered across Shopify, 3PLs, ad platforms, and a dozen apps that don't talk, until something oversells.

What I build
  • Order-to-fulfillment sync across stores, warehouses, and 3PLs
  • One source of inventory truth that updates everywhere in real time
  • Margin and ad-spend reporting stitched from every channel
40+ hrs/wkof manual ops removed for a fast-growing DTC brand
Explore the Commerce Intelligence Engine

Insurance

Document-heavy · regulated · zero error tolerance

The pain

Policies, claims, and ACORD forms that land as PDFs and email, and have to be read, validated, and routed without a single typo.

What I build
  • Document intake and extraction that turns PDFs into clean, validated data
  • Claims routing and status automation with end-to-end traceability
  • Policy-data sync between carriers, your AMS, and your books
98%+extraction accuracy, hours of manual keying eliminated daily

Staffing

High-volume matching · data movement

The pain

Candidates and reqs spread across an ATS, job boards, spreadsheets, and inboxes, recruiters spending the day copying instead of placing.

What I build
  • Candidate-to-req matching and enrichment pipelines
  • ATS, VMS, and job-board sync that kills double entry
  • Automated screening, scheduling, and submittal workflows
3xmore candidates processed per recruiter, same headcount

Healthcare

Regulated · auditable · high stakes

The pain

Patient data, eligibility, and intake moving between systems that were never meant to connect, where one mistake has real consequences.

What I build
  • Eligibility and benefits verification automation
  • Patient intake and records sync across EHR and portals
  • Billing and claims-prep workflows with validation gates at every step
Days → minsof admin lag removed, with every step logged and auditable

Member / Professional Orgs

Member data · comms · ops at scale

The pain

Membership, events, dues, and outreach spread across an AMS, an email tool, and a CRM, so renewals and engagement slip through the cracks.

What I build
  • Member-data sync across your AMS, CRM, and email platform
  • Renewal, dues, and lapse-prevention automation
  • Event registration, segmentation, and member-comms workflows
10,000sof members kept current with automated renewal & engagement touchpoints
[ 02 ]Not on the list?

Don't see yours? The pattern probably still fits.

The industries change but the plumbing rarely does. Disconnected tools, messy data, and manual handoffs look about the same whether you're moving claims, candidates, or carts, and most of what I build transfers directly. So if your work is mission-critical and you're tired of doing it by hand, we should probably talk.

[ 03 ]Why it holds up
15+ yrs
F500 finance engineering
100+
Production systems shipped
$10M+/mo
Moved through my builds

The same approach works across every industry above because it comes from the one where mistakes cost the most.

See real results
[ 04 ]Let's build

Your industry has a version of "it can't break." That's what I build for.

Tell me about the work that's eating your team's week and I'll walk you through how I'd approach it. And if I'm not the right fit for it, I'll point you toward whatever is.