OPERATIONAL PLANNING & OPTIMIZATION

Better Decisions for
Complex Operations.

I help organizations make better decisions about workforce, capacity, supply, service, and cost using forecasting, optimization, simulation, analytics, and practical AI.

Boston-based · Working with organizations in the U.S. and internationally

DEMAND

CAPACITY

RESOURCES

SERVICE

COST

RISK / TRADEOFF

DECISION

HOW WE THINK

Understand deeply. Solve simply.

Good analytical work starts with understanding the business well enough to know what matters—and what can safely be left out.

Understand

Baseline

Test

Refine

Add complexity only when it changes the decision.

THE DECISIONS THAT MATTER

Complex operations create hard tradeoffs.

Where should we add—or remove—capacity?

What product or service mix creates the most value?

Are we sized correctly for the service level we promise?

What does an AI productivity gain actually save?

Where is capacity being lost to process inefficiency?

How should scarce skills be deployed across competing demand?

Different questions. Same underlying problem: uncertain demand, constrained resources, service requirements, and competing economic objectives.

DEMAND

CAPACITY

RESOURCES

SERVICE

COST & RISK

DECISION

SERVICES

From planning problem to practical decision.

I work across three closely related areas, combining business understanding with the analytical depth needed to solve difficult planning and operational problems.

HOW I WORK

Solve the essential problem first.

Understand

Learn the process, data, constraints, and decision.

Baseline

Build the simplest model that captures what matters.

Test

Check assumptions, sanity-check results, expose tradeoffs.

Refine

Add complexity only when it materially changes the decision.

“The simplest model that gets the decision right is often the best model.”

INSIGHTS

Ideas for better operational decisions.

Practical perspectives on planning, optimization, analytics, and AI—focused on what changes the decision in the real world.

ANALYTICS & LEADERSHIP

What Makes a Great Data Scientist? It’s Usually Not the Model

The most valuable analytical skill is often recognizing what problem the business is actually trying to solve.

Read the article

ANALYTICS & LEADERSHIP

The Most Underrated Analytics Skill: Recognizing the Problem You Already Know How to Solve

A workforce-planning problem may actually be a supply-chain problem. The hardest analytical step is often recognizing the structure hidden beneath the business language.

Read the article

DECISION LAB · CONTACT CENTER & CAPACITY

What Does AI Actually Save in a Contact Center?

Explore how automation, workload, service requirements, intraday demand, and shift structure translate into actual workforce requirements.

Read the article

Explore All Insights

ABOUT

Executive perspective. Analytical depth.

I’m Bo Zhang, a strategy, operations, and analytics leader specializing in operational planning and optimization.

I’m Bo Zhang, a strategy, operations, and analytics leader specializing in operational planning and optimization.

My work combines business problem-solving with the disciplines of operations research, supply chain management, forecasting, optimization, and data science.

My work combines business problem-solving with the disciplines of operations research, supply chain management, forecasting, optimization, and data science.

Over my career, I have worked across healthcare, retail, government services, and transportation—industries that look very different but often contain surprisingly similar planning and resource-allocation problems.

Over my career, I have worked across healthcare, retail, government services, and transportation—industries that look very different but often contain surprisingly similar planning and resource-allocation problems.

Ph.D. in Supply Chain & Operations Management

Executive strategy, powered by operations research.

About Bo