One live decision. One connected model.
Start narrow. Prove value. Expand from there.
Not a dashboard. A decision layer.
Bring a real operating situation.
One live decision. One connected model.
Start narrow. Prove value. Expand from there.
Not a dashboard. A decision layer.
Bring a real operating situation.
Collaborate

Bring the call
you are already making.

Every engagement starts with one real operating situation your team is navigating. No broad software rollout. No multi-month scoping.

Pilot model

Start narrow. Prove value.
Expand from there.

The pilot is designed to stand on its own. One situation, one connected model, one recommendation package. If it proves value, that work becomes the foundation for recurring decision support and broader system logic.

01
Bring one real situation
A pricing, allocation, supply, promotion, or planning situation your team is already facing.
02
Map the embedded decisions
Identify the interacting decisions, constraints, objectives, and dependencies inside the situation.
03
Model the tradeoffs
Evaluate the connected decisions together across scenarios and expose alternatives and risk concentration.
04
Review the recommendation
A decision output your team can challenge: recommended path, assumptions, alternatives, and what to monitor next.
Lluvia Jing
Lluvia Weijia Jing
PhD · Founder & CEO · NexoviaNet

I build decision systems at the intersection of operations research, machine learning, and AI. My background is in complex planning under uncertainty — exactly the kind of environment where disconnected decisions quietly become expensive.

8
Years Research
3
Applied Contexts
PhD
Operations Research
Decision modelling across constrained systems with competing objectives.
Signal extraction from uncertain operating environments.
System design for outputs real teams can challenge and use.
Practical orientation toward one live decision, not endless analysis.