Uniting academic rigor with industrial warfare experience. We don't follow trends â we derive solutions from first principles.
"AEVO" derives from the Latin roots of AI and Evolution. This embodies our core thesis: technology should catalyze fundamental transformation in enterprise capability â not merely automate existing processes.
We believe AI must not remain a passive tool. It should actively serve as the strategic engine of enterprise evolution â helping leaders navigate complexity, make precise decisions under uncertainty, and sustain competitive advantage in volatile markets.
"We don't just predict the future; we help you strategize it. Every model we build is a proof â not a guess."
Bridging stochastic theory with industrial reality.
Instead of relying on black-box algorithms, we ground our Agents in Operations Research and Applied Mathematics. Our research methodology prioritizes explainability and logical precision, ensuring that every automated decision is mathematically defensible.
Experience forged in high-concurrency, low-latency environments. We architect systems designed for resilience, handling complex supply chain signals and financial data streams where failure is not an option. We build for stability at scale.
A professional applied mathematician with deep expertise in quantitative analysis and financial risk management. Before founding AEVO, Dr. Tsai provided advisory services to global financial institutions across market risk, credit risk, liquidity risk, and model risk management â leveraging computational statistics, operations research, AI, and applied mathematics. He has served as a subject expert and peer reviewer at international conferences, and has published research in both conference proceedings and academic journals.
Global credit risk modeling assurance for corporate internal models across multiple financial institutions.
Development and validation of market risk and liquidity risk models for tier-1 financial institutions.
Design and implementation of comprehensive risk stress testing frameworks for regulatory compliance.
Development of automated credit assessment and intelligent CRM systems using machine learning and AI.
Mathematical modeling under uncertainty. We specialize in stochastic programming, robust optimization, and Monte Carlo methods for real-world decision-making.
End-to-end automation architecture for manufacturing and logistics. From sensor-level data ingestion to enterprise-level decision orchestration.
Sovereign cloud infrastructure design at scale. We architect systems that serve millions while keeping every byte within your jurisdiction.
These are not marketing slogans. They are the non-negotiable constraints of our own objective function.
Every recommendation we make can be traced back to a formal proof or a validated model. We do not rely on intuition alone.
Your data never leaves your perimeter. Our agents operate on-premise or in your private cloud. Zero exceptions.
We measure success by the delta in your objective function â not by the volume of deliverables. If the math doesn't improve, we haven't succeeded.
Every model is fully auditable. Every assumption is documented. You own the methodology, not just the result.
Whether you're optimizing a supply chain or rethinking your AI strategy, we're ready to apply mathematical precision to your challenge.
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