I help mid-market companies uncover how work really gets done — and redesign their systems, processes, and decision flows for intelligent automation.
I'm Matthew Kim, an MIT-trained engineer and AI systems architect with over 20 years of experience transforming how organizations operate in the age of intelligent automation.
I've helped companies modernize their operations across Health tech, Ad tech, Marketing tech, Supply chain, and E-commerce, unlocking millions in value by redesigning processes, decision flows, and operating models.
"I design living operating systems where strategy, data, and people move in rhythm."
Deep-dive assessment of your current operations, identifying AI opportunities, bottlenecks, and transformation roadmaps tailored to your business.
Visualize how work flows through your organization today, then design intelligent, automated future-state processes that drive efficiency.
Rethink your operating model through a systems lens, identifying feedback loops, dependencies, and leverage points for transformation.
Strategic guidance on AI implementation, from selecting the right technologies to building scalable, intelligent systems that align with business goals.
Five phases from current state to AI-enabled future
Understand business goals and operations
Document workflows and decision flows
Identify bottlenecks and opportunities
Architect intelligent automation
Build phased implementation plan
Deep understanding of organizational workflows and AI opportunities
Streamlined processes that eliminate bottlenecks
Cross-functional buy-in with clear execution roadmaps
Measurable impact with value realization timelines
Let's start your AI transformation journey.
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