AI Software Consultancy · Est. 2025

We build software for the AI era.

Mountain House Labs partners with teams that need to ship real software — fast, considered, and built to stand up to production. Two senior engineers, thirty years between them, eight patents in the drawer.

Start a project See our work
30+
Years combined experience
8
Patents across 3 families
6+
Industries shipped
$1B+
Client revenue served
Our Practice · 01

Senior engineering, end-to-end — without the agency markup.

01 / AI-native software

Production-grade AI features, not demos.

We design, prototype, and ship AI-first products and internal tools — retrieval, agents, evals, and the unglamorous plumbing that makes them actually hold up under load.

02 / Systems & platform

Forecasting, analytics, and ERP work.

Data platforms, BI pipelines, forecasting systems, and ERP selection & rollout. We've owned $75M/yr pipelines and led seven-figure enterprise rollouts end-to-end.

03 / Fractional leadership

Requirements, stakeholders, regulators.

We work directly with founders and executives on requirements, customer discovery, unblocking teams, and navigating compliance and bureaucracy in regulated industries.

Our team · 02

Two engineers.
No middlemen.

Portrait of Chris

Chris

Co-founder · Engineering

Product-minded engineer who has shipped across mobile, AI, real estate, and oil & gas. Spends his time between a terminal and a whiteboard — and quite often, an espresso cup.

  • Bachelor Computer Science
  • Masters Business Adminstration
  • Named inventor on multiple patents
  • 15+ years shipping software
Portrait of Ethan

Ethan

Co-founder · Engineering

Systems engineer with a physics streak. Has led analytics teams, owned ERP rollouts, and designed forecasting systems that quietly move tens of millions of dollars of inventory.

  • B.Sc. Computer Science & Physics
  • Named inventor on multiple patents
  • 15+ years shipping software
Credentials · 03

Thirty years. Eight patents. Six industries.

30+
Years of combined engineering experience
8
Granted patents across 3 families
$75M/yr
Sales pipeline managed by systems we built
60%
Reporting time reduction on enterprise rollout
AI Mobile Healthcare Clean Energy Oil & Gas EdTech
Selected work · 04

A selection of things we've shipped.

01

$75M/yr chemical sales forecasting system

Designed and built a forecasting platform managing a $75M/yr sales pipeline — enabling raw material planning and historical analytics across the business.

Oil & Gas
Forecasting · BI
02

Expense automation rollout at a $1B+ firm

Led 12+ cross-functional stakeholders through research, evaluation, selection, and deployment. Monthly reporting time cut by 60%+ with better accuracy and insight.

Oil & Gas
Enterprise · Rollout
03

End-to-end BI for a $1B+ enterprise

Led an analytics team of four direct reports. Planned and shipped PowerBI and Tableau dashboards, owning business intelligence reporting across the company.

Oil & Gas
Analytics · Leadership
04

ERP selection & rollout for a 70-person firm

Owned end-to-end responsibility for ERP research, evaluation, selection, and rollout — modernizing accounting and time tracking for an IT services company.

Professional Services
ERP · Operations
Start a project · 05

Have a problem worth solving well?

We take a small number of engagements each quarter — usually one or two. If you're wrestling with AI-era software, we'd love to hear what you're building.

hello@mountainhouselabs.com