Building simulation-first tools for teams who design complex systems.
We are a product studio focused on system design tooling. Our portfolio connects simulation engines, hands-on learning, and product storytelling so teams can move from decisions to evidence.
Shared engines that model system behavior and scoring.
Structured kata workflows that help teams practice design decisions.
Story-driven product sandboxes for engineering-led narratives.
A small set of focused products with shared foundations.
Each product tackles a different moment in the system design workflow, from simulation to learning to demo readiness.
vianodi
A system design simulation engine that models system behavior, resilience, and trade-offs from component diagrams.
Nodivex
A system design kata product that turns practice into structured, repeatable learning sessions.
Nodiplot
A product demo workspace that helps teams tell engineering stories with live, configurable scenarios.
We build for the moments where system design decisions matter most.
TraitSpan products are designed to make system behavior visible and repeatable so teams can explain trade-offs with confidence.
We map the real operational questions before writing a line of UI, so the product answers the hard parts first.
Every product is built to expose cause and effect, making system design decisions explainable and measurable.
We reuse a shared design system and token model so new products feel aligned without feeling identical.
Teams that want to rehearse design reviews, quantify trade-offs, and document decisions with evidence.
Builders who need a consistent way to explain how systems behave under real traffic and failure modes.
Programs looking for modern, applied system design training that is closer to the work than slide decks.
Groups investing in internal platforms and tooling to keep system design standards practical and accessible.
System design is a team sport
We focus on the cross-functional moments where product, engineering, and platform leaders need shared clarity. That is where simulation and structured practice deliver the most value.
A portfolio built for long-term coherence.
We want each product to reinforce the others, so every new surface strengthens the overall strategy.
Clarity over complexity
Every product should make the underlying system behavior simpler to explain, not harder to see.
Evidence over opinion
Simulations, metrics, and concrete scenarios keep system design feedback grounded and defensible.
Long-term coherence
We align surfaces, naming, and experience so the portfolio feels like one strategy, not a grab bag.