DECISION INTELLIGENCE FOR ENERGY LEADERS
Intelligence for Consequential Decisions.
Magnolia combines economics, data and AI to help energy and infrastructure leaders see clearly, act decisively, and create measurable advantage.
BUILT FOR LEADERS NAVIGATING COMPLEXITY
Strategic clarity in a complex world.
ENERGY COMPANIES • UTILITIES • INFRASTRUCTURE OPERATORS
INVESTORS & DEVELOPERS • PUBLIC & REGIONAL INSTITUTIONS
Markets are volatile. Data is everywhere. AI is changing the game.
Magnolia helps leaders turn complexity into clarity—so they can make better decisions, faster.
HOW MAGNOLIA HELPS
Focused advisory services for leaders facing complex decisions in energy and infrastructure.
01
Market & Strategic Intelligence
Understand markets, policy and competition to spot opportunities and manage risk.
02
AI & Analytics Strategy
Identify high-impact use cases and build data and AI capabilities that drive results.
03
Decision Models & Scenario Analysis
Stress-test assumptions and evaluate scenarios to make confident, forward-looking choices.
04
Executive Decision Support
Trusted counsel for major investments, strategic pivots and critical communications.
BUILT ON DEEP EXPERTISE. DRIVEN BY CURIOSITY.
10+
Years in economics, analytics and decision support
STANFORD
B.A. Economics
UC DAVIS
M.S. Agricultural & Resource Economics
AI + DATA
Applied to real-world energy and infrastructure challenges
SELECTED WORK & APPLIED RESEARCH
Representative projects that show how Magnolia approaches high-value decisions.
01
AI TIME-SERIES EARLY WARNING SYSTEM
IN DEVELOPMENT
A prototype designed to surface meaningful shifts in complex time-series data before thresholds are breached.
02
INDUSTRIAL LOAD & INFRASTRUCTURE SCENARIO MODEL
ILLUSTRATIVE CONCEPT
A decision model for testing demand, capacity, timing and infrastructure trade-offs under multiple growth scenarios.
03
ENERGY INVESTMENT & REGIONAL VALUE-CAPTURE FRAMEWORK
ILLUSTRATIVE CONCEPT
A framework for evaluating project economics alongside regional benefits, stakeholder priorities and implementation risks.
THE MAGNOLIA APPROACH
A proven process for turning complexity into confident action.
01
Clarify
Define the decision, objectives, constraints and success criteria.
02
Assess
Determine what evidence exists, what is missing and what matters most.
03
Analyze
Apply economics, data, forecasting, AI and scenario analysis where they add value.
04
Synthesize
Translate findings into implications, alternatives and recommendations.
05
Decide
Give leadership a clear framework for action and monitoring.
Technology serves the decision—not the other way around.
DECISION INTELLIGENCE IN PRACTICE
Five connected capabilities turn evidence into defensible executive decisions.
01
Data Integrity
Validate the accuracy, completeness and reliability of the data, evidence and assumptions.
02
AI & Analytics
Use analytics, economic modeling and AI to quantify potential outcomes, exposures and alternatives.
03
Business Context
Interpret findings within the realities of your operations, stakeholders and strategic priorities.
04
Decision Translation
Convert complex analysis into clear implications, actionable recommendations and executive-ready communication.
05
Risk & Resilience
Identify trade-offs, stress-test assumptions and strengthen the organization’s ability to respond over time.
DATA • ANALYSIS • CONTEXT • TRANSLATION • RESILIENCE
Together, these capabilities produce defensible decisions.
FOUNDER-LED ADVISORY
Economist. Analyst. Problem Solver.
Rebecca Osakwe helps energy and infrastructure leaders navigate uncertainty with clearer evidence, stronger analysis and decision-ready recommendations.
Every engagement is founder-led and deliberately limited to preserve senior-level attention and independent thinking.
LET’S TALK ABOUT THE DECISION IN FRONT OF YOU.
Tell me a little about your challenge.
Start with a focused conversation about the decision, uncertainty or opportunity you are navigating.
SCHEDULE A DIAGNOSTIC