Our Technology
A new class of AI model
Purpose-built to solve the hardest operational problems — where decisions are coupled, constraints are real, and the objective is profit.
Coupled Optimization
Our models optimize multiple interacting decision spaces simultaneously — routing, brokerage, flight booking and scheduling in a single pass.
Profit as the Objective
Every model we build has profit as its loss function. We don't optimize for proxies. We optimize directly for your bottom line.
Fine-Tuned to Your Data
We train on your real-world operational data to learn the specific patterns, constraints, and economics of your business.
Beyond LLMs
This isn't generative AI. Our models are purpose-built neural architectures designed specifically for combinatorial decision-making.
First Model
Meet Oberon
Oberon optimizes vehicle routing while simultaneously deciding whether to broker or carry each job. It considers your financial objectives, fleet capacity, and operational constraints to maximize total profit — all in a single, unified decision.
Route Optimization
Finds optimal routes across your entire fleet in real-time.
Broker-or-Carry
Decides whether to in-house or broker each job for maximum margin.
Profit Maximization
Trained with profit as the direct loss function — no proxy metrics.
Constraint-Aware
Respects your operational limits: capacity, time windows, driver hours.
Process
How it works
From your data to optimized decisions — in weeks, not months.
Connect Your Data
We integrate with your existing systems to understand your operations — routes, costs, constraints, and historical decisions.
Fine-Tune the Model
We train our model on your specific environment, learning the patterns and economics unique to your business.
Deploy & Optimize
Your custom model goes live, making real-time decisions that maximize profit while respecting every operational constraint.
Early Access
Shape the future of
AI in operations
We're working with a select group of early partners to fine-tune our models. If you run logistics operations and want a competitive edge — let's talk.
No spam. We'll only reach out to discuss how Node can help your operations.