Prediction Scorecard: Capital Project Forecasts vs. 2026 Reality | The Risky Planner S2E18
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A year ago on The Risky Planner, Albert Brier and Nate Habermeyer made a series of predictions about where capital projects were headed.
Mining electrification. AI adoption in project controls. Autonomous equipment risk. Data center energy. Nuclear deals. Mega project cost performance.
This episode puts each prediction on trial against sourced data from 2025 and early 2026.
What you will learn:
00:00 Cold Open
03:00 News: Belt and Road Initiative hits $213.5B in 2025 construction deals
06:00 China's energy advantage and SMR race
12:00 Mine electrification: market tripling to $10.51B by 2033
15:45 Cogeneration: mining companies become power generators
17:00 Grid stability as a scheduling dependency
22:00 Mining vs. AI: competing for energy
26:00 Autonomous haul trucks: near-zero incidents with fleet separation
33:00 AI adoption: 12% usage, 29% unprepared, 40% price increase by 2027
39:00 AI job displacement: 37% of US companies replacing roles
43:00 Nuclear for AI: Meta signs 6GW deal in January 2026
44:00 Data center growth: 14% CAGR, $3T investment by 2030
48:00 Fiber optic demand: AI data centers need 36x more fiber
51:00 Mega projects: 9 out of 10 exceed budget
54:00 California High Speed Rail: 59% of segment complete
57:00 Advice for project executives on AI-driven planning
Key stats from the episode:
- Mining equipment electrification: $3.05B to $10.51B by 2033
- Each battery electric vehicle: 600 tonnes CO2 reduction/year, 20% productivity increase
- Texas power requests nearly quadrupled in 2025, 73% from AI data centers
- Meta: multi-gigawatt nuclear deals signed January 2026
- AI data centers: 36x more fiber than traditional builds
- 109 of 302 AI models had price changes in January 2026
- Rail projects: 44.7% average cost overrun
- 9 out of 10 mega projects exceed budget
The Risky Planner is produced by Dokainish & Company.
Music by Thompson Egbo-Egbo: egbomusic.com
Presented by Dokainish & Company www.dokainish.com
The Risky Planner podcast delivers expert insights on project controls, capital project management, and strategic planning for today's complex business environment. Subscribe for regular episodes featuring industry leaders and practical advice.