AI-Native Operations Engineering

Decisions. Automated. Owned.

We engineer AI decision systems that eliminate waste, predict failures, and automate operations in logistics, healthcare, and self-storage. You own every model, every data point, every competitive advantage.

How We Drive Outcomes

We don't hand over tools and walk away. We engineer AI-native systems around your industry's specific operational pain points.

Why We Chose These Tools

Every technology chosen for a specific outcome. Open source means you own the stack. Battle-tested means it works at enterprise scale.

Ruby on Rails
Ruby on Rails

40% faster delivery, proven at Shopify scale

React
React

Real-time dashboards your teams actually use

PostgreSQL
PostgreSQL

AI-native vector search, zero licensing cost

Ruby
Ruby LLM

Provider-agnostic AI, zero vendor lock-in

You Own the Intelligence, Not Just the Interface

Most AI vendors give you access to their model through their interface. We give you the models, the data pipelines, the training infrastructure, and every line of code. Your AI gets smarter from your data, and that intelligence stays yours permanently.

  • Full Source Ownership - Every algorithm, every model integration, delivered to your repositories
  • Data Sovereignty - Your operational data trains your AI on your infrastructure, never shared
  • Deployment Freedom - Run on your cloud, on-prem, or air-gapped. Your compliance, your rules
  • Zero Exit Cost - Walk away with a working system. Any qualified engineer can maintain it
# Your deployment, your rules
$ git clone your-repo/your-app
Cloning into 'your-app'...
100% ownership verified
$ docker compose up
Starting PostgreSQL...
Starting Rails...
Starting React...
Ready on your infrastructure

Decision Automation at Every Layer

AI isn't a feature we bolt on. It's the operating logic of every system we build.

Predictive Operations

Forecast supplier shortages before they happen. Route shipments before carriers are overbooked. Our systems act on patterns humans miss.

Conversational Intelligence

Ask your system 'Why did revenue drop 12% last month at Dallas?' and get a cited, data-backed answer in seconds.

Automated Compliance & Intake

Extract terms from contracts, process invoices at scale, and flag regulatory risks automatically, with full audit trails.

AI That Learns From You

Models trained on your operational data. Private, governed, and optimized for your domain. The more you use them, the smarter they get.

See What AI Can Do For Your Operation

Every engagement starts with a strategic assessment. We map your workflows, identify the highest-ROI AI opportunities, and show you exactly what the numbers look like.

Schedule Your Assessment