Research-Backed · Evidence-Grounded · Executive-Ready

The AI Advantage
Cost Simulator

Set your firm's parameters. Watch two companies diverge.
Quantify exactly what delay costs — in dollars, market share, and productivity.

0% Average firm-level productivity uplift from AI adoption
0% Task-level gains for knowledge workers with AI copilots
0× AI adoption doubled across firms in recent years (OECD)
Open the Simulator
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Best on a Desktop
or Large Tablet

This simulator has interactive charts and a detailed parameter panel that need a wide screen. Please revisit on a laptop or desktop for the full experience.

~4%
Firm-level productivity uplift from AI (BIS/EIB research)
~15%
Task-level productivity gain with AI copilots (field study)
5–6%
Output premium for data-driven decision-making
J-Curve
Investment dips profit first — then compounds gains significantly

📌 Bookmark this page and open it on a larger screen to run the full simulation.

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Configure & Run Simulation

Set your parameters on the left and click Run Simulation to see the full competitive analysis.

📈 Cumulative Cash Flow Gap
🎯 Market Share Dynamics
🤖 AI Capability S-Curves
📉 Profitability J-Curve
💀 Technical Debt Rise
⚡ P10–P90 Risk Bands

📊 Strategic Outcome Summary

Median path across 300 Monte Carlo scenarios. Green = Adopter wins. Red = Laggard loses.

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NPV Profit Gap (Adopter − Laggard)
Confidence range loading…
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Adopter Market Share Gained
vs. 50% starting equal
Productivity Multiplier at End
Adopter vs. Laggard output per cost unit
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Crossover Quarter (NPV)
When Adopter NPV surpasses Laggard
Charts
💰 Cumulative Profit Gap Over Time
The widening gap between firms' cumulative profits. Confidence bands show P10–P90 range across 300 Monte Carlo runs. Yellow dashed line = crossover point.
Adopter
Laggard
P10–P90 band
🎯 Market Share Dynamics
As the Adopter's capabilities compound, share shifts steadily. Laggard erosion is irreversible once gap opens.
🤖 AI & Digital Capability (S-Curves)
Effective capability after implementation lag. Solid = AI; dashed = digital maturity. Both follow saturation S-curves.
📉 Profitability J-Curve
Quarterly operating profit. The Adopter dips early (investment + disruption cost) then surges. The Laggard flatlines then slowly erodes.
💀 Technical Debt & Productivity Index
Solid lines = Technical Debt (left axis). Dashed = Productivity index (right axis). Laggard debt grows; Adopter's investments keep it low.
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Executive Insight

Run the simulation to generate the executive narrative…