BORN FROM RESEARCH. BUILT FOR REALITY.

At Cristo Labs, we are a research-driven startup that applies principles from statistical physics to solve complex business problems. This work led directly to The Boltzmann Console™, the world's first Statistical Physics-inspired Simulation Engine for operational resilience.

Born from a framework detailed in a Q2 SCI-E indexed journal, our methodology models complex risks—from supply chain fragility to quantum threats—as a system of energy states, similar to statistical mechanics. The console uses a Boltzmann probability distribution to generate a single "Boltzmann Stability Score," quantifying stability on a scale from 0 (high risk) to 1 (stable).

• The Boltzmann Console™ is a self-contained web application deployed entirely within your private server environment, guaranteeing that your sensitive data never leaves your network. Our process begins with a collaborative engagement where we help your team prepare and unify data from your various enterprise sources, such as ERPs and risk systems. Once deployed, your team can access the console securely from their web browsers, with no local software to install.

• Within this secure environment, the Boltzmann engine processes the unified data, assigning an Energy Score to each entity based on your selected metrics. This score, combined with your chosen simulation parameters like Temperature (T) and Gain, is used to calculate the final Boltzmann Stability Score. This on-premise architecture provides the highest level of security and control, meeting the strictest enterprise data governance requirements.

The principles governing stability in physical systems also apply to complex business environments. Our Boltzmann Console™ provides a universal framework for quantifying resilience under pressure across diverse domains. It is built for leaders who need to make critical decisions based on clear, data-driven insights. 

• Supply Chain Leaders: Gain unprecedented visibility into your supply chain's stability. Identify high-risk suppliers before they fail and proactively manage your sourcing strategy. Our models allow you to quantify the true resilience of your partners, moving beyond a simple cost analysis to ensure operational continuity in volatile markets.

• Risk and Compliance Leaders: Move beyond static checklists and traditional risk models. Our novel, academically validated approach provides a dynamic, forward-looking view of your entire operational landscape. We help you quantify the stability of your critical processes, suppliers, and systems to predict failure before it happens. This allows you to surgically prioritize your resources, ensure audit-readiness, and build a more resilient—and defensible—organization.

• Sustainability Leaders: Strengthen your ESG strategy and de-risk your supply chain. Our frameworks provide a clear, quantitative stability score for your Environmental, Social, and Governance (ESG) performance, enabling you to track progress against your sustainability goals. Our models analyze your supply chain to identify partners at high risk of environmental or social failure, helping you comply with regulations and meet corporate sustainability targets with defensible data. 

Because static risk scores are obsolete. Our console is a dynamic simulation engine that stress-tests your assets against future market volatility, delivering a tangible, forward-looking ROI. By moving beyond historical data, we help:

• Procurement Leaders unlock a conservative estimate of 0.5-1.5% of their total spend in value.
• Risk Leaders can model a 5-20% reduction in the operational cost of compliance monitoring. 
• Sustainability Leaders can increase the efficiency of their ESG programs by 10-15% by identifying the most resilient partners.