// JForge Labs

Automation tech building AI systems for real-world operations

We build practical software where the work is physical — fields, cases, and homes — not just dashboards. Durable automation. Clear operator workflows. Products that earn their keep.

3 Products in market
4 Domains operated
AI + Ops Core focus
JForge-Labs Open on GitHub

// Portfolio

Three products. One discipline.

Independent assets under the JForge Labs umbrella — each with its own domain, codebase, and revenue path.

RootsX

Beta

Case management

Structured case management and SEA workflows for teams that need clarity at scale.

Visit RootsX

AgriForge

Live

Ag intelligence

Operational intelligence for farms and ranches — livestock, crops, inventory, and field work in one place.

Visit AgriForge

Spark

Live

Home automation

Smart home installs and energy-conscious automation for residential clients.

Visit Spark

// How we build

Built for the work, not the demo

01

Operator clarity

Workflows people can run under pressure — in the field, on a case, or at the panel. If the operator can't trust it, it doesn't ship.

02

Practical AI

Automation that removes real toil. No demos that need a data science team — systems that work the day they're installed.

03

Independent products

Each asset has its own domain, codebase, and path to revenue. Shared engineering discipline, zero shared failure modes.

See the work

Architecture notes and selected highlights — curated, public, and current.