Build, Repeat. (A Paces Podcast)

From Wall Street to Clean Energy: Investing in the AI-Powered Power Grid with Shanu Mathew

Nov 20, 2025
Shanu Mathew, Senior Vice President at Lazard, merges finance and sustainability, spearheading U.S. sustainable equity strategies. He explores the evolution from traditional ESG investing to an alpha-first approach, driven by AI's transformative impact on energy demand. Shanu discusses the crucial 'chip-to-grid' value chain and the physical constraints affecting AI deployment. He also highlights the challenges public markets face against private innovations in the climate-tech landscape, offering insights into the complexities of modern investment in a rapidly changing environment.
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INSIGHT

AI Compressed Decades Into Years

  • AI adoption since late 2022 has compressed decades of tech adoption into a few years and dramatically increased data-center demand.
  • That surge transformed power into a mainstream, politically visible issue overnight.
ANECDOTE

Paces Cut Millions To Thousands With AI

  • James described Paces building a pro‑forma in minutes with AI that previously required many people and cost millions.
  • That example showed how AI slashed labor and maintenance costs dramatically.
ADVICE

Automate Research, Preserve Human Judgment

  • Use AI to automate monotonous research tasks and speed synthesis of transcripts and filings.
  • Keep human analysts focused on tying signals together and developing unique investment convictions.
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