Advanced manufacturing · intelligent systems · ventures
Making Complex Science Work at Industrial Scale.Scaling Science into Global Impact.
We help fine- and agrochemical, pharmaceutical API, and advanced-material teams assess, engineer, and scale continuous-flow manufacturing—embedding agentic AI across our workflows while keeping technical judgment and accountability with experienced experts.
We connect lab evidence to integrated systems for safe, productive industrial operation.
Industrial experience
Experience Built Across Projects and Production
Dr. Yi Jiang’s prior industrial leadership experience—not LeapstarTech project totals.
Continuous manufacturing advisory
From Process Fit to Production Readiness
For teams evaluating whether a complex chemical process is ready for continuous flow.
Assess the Opportunity
Determine process fit, business relevance, technical feasibility and key implementation risks.
Establish the Process Window
Plan focused QFT/QOT work to generate the evidence needed for an operating window.
Design the Manufacturing System
Integrate reaction, separations, equipment, controls, safety and operations.
Prepare for Scale and Deployment
Identify scale-up, equipment, readiness and commissioning needs.
Typical outputs
- A fit, no-fit or conditional recommendation
- A prioritized evidence plan and key-gap review
- An integrated system architecture and readiness considerations
Where we focus
Three Strategic Keystones
Advanced Manufacturing Systems
Continuous-flow chemistry and integrated manufacturing for complex molecules, pharmaceutical APIs and advanced materials.
Intelligent Digital-Physical Systems
AI, multivariable models and connected hardware link scientific understanding to physical action and real-world feedback.
Innovation & Technology Ventures
We help promising technologies find the right architecture, partners and path to commercialization.
LCMSA™ · Leapstar Continuous Manufacturing System Architecture
One Path from Chemistry to Industrial Operation
Five connected layers make the decisions and system interfaces explicit—from reaction understanding to safe, reliable deployment.
Reaction Core
Mechanisms, kinetics, selectivity and process window.
Process Unit
Mixing, heat transfer, reactors and separations.
System Integration
Equipment, controls, utilities and scale-up.
AI System Intelligence
Models, PAT and operational data inform decisions.
Industrial Deployment
Safety, reliability and production readiness.
Agentic AI capabilities, with human expert accountability
AI agents and multivariable models are integrated into Leapstar’s core technical workflows—from evidence synthesis and lab-data analysis to process-window development, system integration and scale-up. Agents support structured analysis; technical specialists challenge and verify outputs and remain accountable for engineering judgments and recommendations.
Selected platforms and ventures
Intelligence Connected to the Physical World
Flagship platform
MealMeow™
MealMeow combines personalized cat-nutrition guidance with Bow, an intelligent cat feeder in development. The platform brings together cat profiles, a searchable database of more than 1,800 foods, calorie targets, meal planning and an AI assistant. Bow is being developed to connect feeding plans with at-home feeding and intake data.
An intelligent digital-physical system in development
Visit MealMeow.com →Innovation & ventures
From Technical Potential to Real-World Value
Leapstar supports technology architecture, incubation, ecosystem partnerships and commercialization pathways for emerging technologies.
Discuss a Technology Partnership →
About Leapstar
Industrial Experience. Modeling Depth. Global Perspective.
Leapstar Technologies was founded by Dr. Yi Jiang, an industrial technology leader with more than two decades of experience in continuous manufacturing, advanced reactor technologies, industrial scale-up and global technology commercialization.
His more than 10 years of firsthand computational and modeling work spans multiscale, multiphase and multiphysics systems at CREL of Washington University in St. Louis, and modeling and simulation work at DuPont/ConocoPhillips and Corning.
LeapstarTech currently has formal strategic technical consulting engagements with leading industrial companies in Europe, the United States, and India.
“The goal is not simply to develop more technologies. It is to make important technology work effectively and safely in the real world.”
Leapstar Insights
Insights for Industrial and Technology Leaders
Practical perspectives on chemistry, engineering, AI and physical systems at industrial scale.
Why Chemical Innovations Fail Between Lab and Plant
System architectureManufacturing architecture—not chemistry alone—often determines industrial success.
Continuous Flow Safety: Why Low Holdup Is Not Enough
Process safetyDynamic system behavior matters alongside inventory.
From Lab Evidence to Industrial Decisions
AI + multivariable modelingHow technical reasoning strengthens the path from experiments to industrial systems.
Want the full article? Request a detailed copy from LeapstarTech.
Let’s work on the right problem
Bring Us Your Hardest Technology Challenge
Start with a brief, high-level description of your process, development stage and the decision you need to make—or request the full text of an Insight. We’ll review your note and follow up by email to propose a focused introductory conversation and practical next step.
Please share a high-level overview only; do not include confidential or proprietary process details in this first message.
Prefer email? Manufacturing advisory or technology partnership.