About ICE Labs

Founded 2011.
Sharper in 2025.

ICE LABS is Jamal Mohammed — a Rails and AI engineer with roots in web development since 2011 and a focus on Rails since 2015. One person, one standard, no handoffs.

Jamal Mohammed
Founder & Lead Engineer
10+
Years Rails
SaaS
Specialist
AI
Native
Founder & Lead Engineer
Jamal
Mohammed

ICE LABS opened in 2011 doing what most web shops did then — WordPress builds, Expression Engine sites, PHP applications, and more client deadlines than anyone should admit to. That foundation matters: it means understanding the full stack a business actually runs on, not just the framework layer.

Rails became the focus in 2015, and it's been the primary tool ever since — through every major version, into the era of multi-tenant SaaS, and now AI-native applications. Before relaunching ICE LABS, several years in-house at Atlas Health meant owning the technical architecture end-to-end in a healthcare environment where production failures have real consequences.

The 2025 reboot has a narrow remit by design: Rails 8, real AI integrations, and SaaS products built to hold up when things get complicated.

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A History

Built Across 14 Years

Web work, then Rails, then in-house, then back again — with better tools each time.

2011
Founded
ICE LABS Opens
Established

Launched as a boutique web consultancy. WordPress builds, Expression Engine sites, PHP applications, and custom web development for early-stage clients who needed a serious engineer without agency overhead.

Web & CMS Era
Active Delivery

Four years of shipping real products on WordPress, Expression Engine, and PHP. Client deadlines, production bugs, and the kind of full-stack problem-solving that no framework tutorial teaches. That foundation still shows up in the work.

2011–2015
Web & CMS
2015
Rails Pivot
Rails Becomes the Focus
Stack Shift

Moved fully to Ruby on Rails. The clients needing custom SaaS backends and API-driven applications were more interesting than the CMS work — and the framework was a better fit for the complexity they brought.

PettyPay & Client Work
Founder + Freelance

Built PettyPay in-house — a Rails-based cash-first payment aggregator for independent retailers. Ran alongside client work spanning PHP, WordPress, Expression Engine, UI and web design, and Android and iOS app development. The kind of range that teaches you what Rails is actually good for.

2015–2019
Fintech & Delivery
2019
Founder Focus
Joining Atlas Health
In-House Focus

Moved fully in-house to own the technical architecture at Atlas Health. Healthcare systems have real consequences when they break — that's where the instinct for getting it right comes from.

ICE LABS Returns
The Reboot

Back to consulting — with Rails 8, a decade of production scar tissue, and a clear mandate: Rails upgrades, SaaS builds, and AI integrations that ship on time and hold up in production.

2025
The Reboot
How We Think

Three Things We Won't Compromise

Not values we wrote for a website. The actual principles that decide how we scope, build, and hand things off.

01
Craftsmanship
Over Velocity

Shipping fast matters. Shipping something your team can't touch in six months doesn't. We write code the next engineer can read, extend, and trust — including the next version of you.

Architecture Maintainability
02
Boring Tech Done
Brilliantly

The framework isn't supposed to be interesting. Rails and Hotwire are battle-tested, well-documented, and the right tools for most of what SaaS products actually need. Your competitive advantage lives in your domain logic — not in the JS framework you picked to feel modern.

Rails Hotwire Proven Patterns
03
AI As Amplifier,
Not Replacement

An LLM bolted onto a poorly structured product is just a poorly structured product with a chatbot. We integrate RAG pipelines and AI workflows where they solve a real user problem — and leave out the parts that don't.

LLMs RAG Agents
Get Started

Got a Rails or AI Problem
That Actually Needs Solving?

TALK TO JAMAL