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AI Impact on Workforce = Seeing Productivity Gains, per Stanford HAI
BondCap · industry_trends
AI Impact on Workforce = Seeing Productivity Gains, per Stanford HAI
+14% — Hourly Chats per Customer Support Agent
 Employment Evolution – 1/18-4/25 = AI Job Postings +448% Over 7 Years While Non-AI IT Jobs -9%
BondCap · industry_trends
Employment Evolution – 1/18-4/25 = AI Job Postings +448% Over 7 Years While Non-AI IT Jobs -9%
+448% — Job Postings Growth
 Employment Evolution – Q2:22-Q2:24 = AI-Related Job Titles +200% Over Two Years
BondCap · industry_trends
Employment Evolution – Q2:22-Q2:24 = AI-Related Job Titles +200% Over Two Years
+200% — Cumulative AI Job Titles
 Employment Evolution – Apple = 600+ Openings for Generative AI Jobs
BondCap · client_example
Employment Evolution – Apple = 600+ Openings for Generative AI Jobs
600+ — Job openings
 USA Labor Productivity = Has Happened Alongside Job Growth Over Seventy-Seven Years
BondCap · industry_trends
USA Labor Productivity = Has Happened Alongside Job Growth Over Seventy-Seven Years
+89% — Labor Productivity
 AI In Workforce – NVIDIA = You’re Not Going to Lose…Your Job to an AI…[But] to Somebody Who Uses AI
BondCap · quote_slide
AI In Workforce – NVIDIA = You’re Not Going to Lose…Your Job to an AI…[But] to Somebody Who Uses AI
 Global equity markets returned 18% in 2024...
McKinsey · 2024 · market_landscape
Global equity markets returned 18% in 2024...
18% — Total Shareholder Return (TSR)
 ...as total market capitalization grew to ~$109 trillion
McKinsey · 2024 · market_landscape
...as total market capitalization grew to ~$109 trillion
$109 trillion — Global stock market capitalization
 9 companies created half of the incremental market value
McKinsey · 2024 · market_landscape
9 companies created half of the incremental market value
$5.8T — Market capitalization added
 Total returns varied widely between sectors, from -9% to +55%
McKinsey · 2024 · market_landscape
Total returns varied widely between sectors, from -9% to +55%
55% — TSR
 Variance was also considerable within industries
McKinsey · 2024 · market_landscape
Variance was also considerable within industries
 In most industries weighted average returns exceeded medians significantly, implying that a subset of companies outperformed
McKinsey · 2024 · data_table
In most industries weighted average returns exceeded medians significantly, implying that a subset of companies outperformed
62 — 2024 TSR
 Increasing multiples drove a significant part of returns. P/E Ratios are now 3-4 turns above their historical averages
McKinsey · 2024 · financial_analysis
Increasing multiples drove a significant part of returns. P/E Ratios are now 3-4 turns above their historical averages
16 — P/E Ratio
 Weighted average multiples are above historical averages in all but 3 industries...
McKinsey · 2024 · data_table
Weighted average multiples are above historical averages in all but 3 industries...
20 — 1-Yr forward P/E ratio
 ... however, on a median basis, the picture is different. In this case, most industries are trading near their long-term averages
McKinsey · 2024 · benchmark_peers
... however, on a median basis, the picture is different. In this case, most industries are trading near their long-term averages
19 — Price-Earnings Ratio (FY+1)
 Analysts expect 2025 revenues to grow 5%, EBITDA to grow 9% and net income to grow 10%
McKinsey · 2024 · market_landscape
Analysts expect 2025 revenues to grow 5%, EBITDA to grow 9% and net income to grow 10%
10% — Net income growth
 Long-term trends in industry mix shifts continue to hold in 2024
McKinsey · 2024 · industry_trends
Long-term trends in industry mix shifts continue to hold in 2024
$109tn — Global stock market capitalization
 JUST OVER 1 IN 3 RESPONDENTS REPORT HAVING AT LEAST ONE TYPE OF INVESTMENT
IPSOS · 2021 · market_landscape
JUST OVER 1 IN 3 RESPONDENTS REPORT HAVING AT LEAST ONE TYPE OF INVESTMENT
36% — Investment penetration
 OWNERSHIP OF 'TRADITIONAL' INVESTMENT PRODUCTS RISES WITH AGE. ALMOST 1 IN 5 25-34 YEAR OLDS ARE INVESTED IN CRYPTOCURRENCIES
IPSOS · 2021 · segmentation
OWNERSHIP OF 'TRADITIONAL' INVESTMENT PRODUCTS RISES WITH AGE. ALMOST 1 IN 5 25-34 YEAR OLDS ARE INVESTED IN CRYPTOCURRENCIES
18% — Investment product ownership
 AROUND 1 IN 6 RESPONDENTS PLAN TO INVEST IN A NEW FINANCIAL PRODUCT IN THE NEXT YEAR
IPSOS · 2021 · market_landscape
AROUND 1 IN 6 RESPONDENTS PLAN TO INVEST IN A NEW FINANCIAL PRODUCT IN THE NEXT YEAR
16% — Investment intention
 ALMOST HALF OF INVESTORS SAY THE NUMBER OF INVESTMENT PRODUCTS THEY OWN HAS INCREASED OVER PAST 5 YEARS
IPSOS · 2021 · market_landscape
ALMOST HALF OF INVESTORS SAY THE NUMBER OF INVESTMENT PRODUCTS THEY OWN HAS INCREASED OVER PAST 5 YEARS
49% — Percentage of investors
 AGE IS A KEY DETERMINANT OF SOURCE OF INFORMATION WITH ONLINE
IPSOS · 2021 · market_landscape
AGE IS A KEY DETERMINANT OF SOURCE OF INFORMATION WITH ONLINE
38% — Source of information
 IN-PERSON MOST POPULAR WAY TO MAKE INVESTMENTS, WITH SIGNIFICANT VARIATION BETWEEN AGE GROUPS
IPSOS · 2021 · market_landscape
IN-PERSON MOST POPULAR WAY TO MAKE INVESTMENTS, WITH SIGNIFICANT VARIATION BETWEEN AGE GROUPS
37% — Investment method preference
 MOST INVESTORS FOCUSSED ON BETTER LONG-TERM RETURNS WITH YOUNGER INVESTORS OPEN TO EXPERIMENTATION
IPSOS · 2021 · market_landscape
MOST INVESTORS FOCUSSED ON BETTER LONG-TERM RETURNS WITH YOUNGER INVESTORS OPEN TO EXPERIMENTATION
79% — Investor motivation
 HIGH LEVELS OF REPORTED UNDERSTANDING OF INVESTMENT RISKS, BUT MANY INVESTORS SAY THEY DON'T CLOSELY MONITOR INVESTMENT PERFORMANCE
IPSOS · 2021 · key_takeaways
HIGH LEVELS OF REPORTED UNDERSTANDING OF INVESTMENT RISKS, BUT MANY INVESTORS SAY THEY DON'T CLOSELY MONITOR INVESTMENT PERFORMANCE
93 — Percentage of investors
 THE MAJORITY FEEL THAT THERE IS SUFFICIENT INDEPENDENT INVESTMENT INFORMATION AVAILABLE.
IPSOS · 2021 · key_takeaways
THE MAJORITY FEEL THAT THERE IS SUFFICIENT INDEPENDENT INVESTMENT INFORMATION AVAILABLE.
58% — Consumer agreement
 What if the US dollar loses its status as the world’s reserve currency?
RolandBerger · 2023 · cover
What if the US dollar loses its status as the world’s reserve currency?
 No matter the metric, the US dollar clearly is the major global currency – This status has both upsides as well as downsides for the US economy
RolandBerger · 2023 · context
No matter the metric, the US dollar clearly is the major global currency – This status has both upsides as well as downsides for the US economy
88.0 — FX Turnover
 The dominance of the US dollar has been built on the strong role of the US following World War II – In more recent times, the dollar's dominance is being challenged
RolandBerger · 2023 · timeline
The dominance of the US dollar has been built on the strong role of the US following World War II – In more recent times, the dollar's dominance is being challenged
 Although the US dollar's relevance has declined over past decades, its status as the global reserve currency remains hard to challenge
RolandBerger · 2023 · market_landscape
Although the US dollar's relevance has declined over past decades, its status as the global reserve currency remains hard to challenge
58.4% — USD share of global FX reserves
 However, liquidity of non-traditional currencies has increased over the past decades, making it easier for countries to circumvent the dollar
RolandBerger · 2023 · industry_trends
However, liquidity of non-traditional currencies has increased over the past decades, making it easier for countries to circumvent the dollar
1,275 — Forex trading volume
 During the past zero-interest rate environment, central banks turned away from the dollar in search of secure and stable returns for their mounting assets
RolandBerger · 2023 · industry_trends
During the past zero-interest rate environment, central banks turned away from the dollar in search of secure and stable returns for their mounting assets
+54.1% — Central bank asset allocation
 The relative decline of US exports in global trade has additionally fueled the dollar's diminishing role as the global reserve currency
RolandBerger · 2023 · industry_trends
The relative decline of US exports in global trade has additionally fueled the dollar's diminishing role as the global reserve currency
14.4% — Share in global trade
 The notable rise of US public debt over recent decades has diminished trust in the creditworthiness of the US government
RolandBerger · 2023 · diagnosis
The notable rise of US public debt over recent decades has diminished trust in the creditworthiness of the US government
122% — US general government gross debt
 The dollar's strong global role enables the US to use it as a sanctioning tool, thus incentivizing sanctioned countries to seek out alternatives to the dollar
RolandBerger · 2023 · context
The dollar's strong global role enables the US to use it as a sanctioning tool, thus incentivizing sanctioned countries to seek out alternatives to the dollar
 Though being the second largest economy's currency, the Chinese renminbi is unlikely to pose a real challenge to the dollar's status as global reserve currency
RolandBerger · 2023 · competitive_analysis
Though being the second largest economy's currency, the Chinese renminbi is unlikely to pose a real challenge to the dollar's status as global reserve currency
51,300 — GDP and debt market depth
 Past hopes that the euro might become an alternative to the dollar as the world’s reserve currency are not likely to materialize for several reasons
RolandBerger · 2023 · diagnosis
Past hopes that the euro might become an alternative to the dollar as the world’s reserve currency are not likely to materialize for several reasons
 The void left by the waning role of the dollar as a global reserve currency will not be filled by another single currency – but rather by several currencies
RolandBerger · 2023 · market_landscape
The void left by the waning role of the dollar as a global reserve currency will not be filled by another single currency – but rather by several currencies
34% — Share of global GDP
 If the current USD-dominated environment were to evolve towards multipolarity, today's geopolitical and economic order may change considerably
RolandBerger · 2023 · matrix_nxn
If the current USD-dominated environment were to evolve towards multipolarity, today's geopolitical and economic order may change considerably
 Despite its weakening hegemony, the US dollar will persist as the global reserve currency for decades to come – Its value and global reach remain unparalleled
RolandBerger · 2023 · key_takeaways
Despite its weakening hegemony, the US dollar will persist as the global reserve currency for decades to come – Its value and global reach remain unparalleled
126.5 — Nominal US Dollar Index
 Selected renewable energy generation technologies remain cost-competitive with conventional generation technologies under certain circumstances
RolandBerger · 2024 · peer_benchmark
Selected renewable energy generation technologies remain cost-competitive with conventional generation technologies under certain circumstances
 Levelized Cost of Energy Comparison—Sensitivity to U.S. Federal Tax Subsidies(1)
RolandBerger · 2024 · sensitivity
Levelized Cost of Energy Comparison—Sensitivity to U.S. Federal Tax Subsidies(1)
$284 — LCOE ($/MWh)
 Levelized Cost of Energy Comparison—Sensitivity to Fuel Prices
RolandBerger · 2024 · sensitivity
Levelized Cost of Energy Comparison—Sensitivity to Fuel Prices
 Levelized Cost of Energy Comparison—Sensitivity to Cost of Capital
RolandBerger · 2024 · sensitivity
Levelized Cost of Energy Comparison—Sensitivity to Cost of Capital
 Certain renewable energy generation technologies have an LCOE that is competitive with the marginal cost of selected existing conventional generation technologies—notably, as incremental, intermittent renewable energy capacity is deployed and baseload gas-fired generation utilization rates increase, this gap closes, particularly in low gas pricing and high energy demand environments
RolandBerger · 2024 · benchmark_peers
Certain renewable energy generation technologies have an LCOE that is competitive with the marginal cost of selected existing conventional generation technologies—notably, as incremental, intermittent renewable energy capacity is deployed and baseload gas-fired generation utilization rates increase, this gap closes, particularly in low gas pricing and high energy demand environments
$29 — Levelized Cost of Energy ($/MWh)
 Lazard's LCOE analysis indicates significant historical cost declines for utility-scale renewable energy generation technologies, which has begun to level out in recent years and slightly increased this year
RolandBerger · 2024 · industry_trends
Lazard's LCOE analysis indicates significant historical cost declines for utility-scale renewable energy generation technologies, which has begun to level out in recent years and slightly increased this year
 Subsidized green and pink hydrogen can reach levelized production costs under $2/kg—fully depreciated operating nuclear plants yield higher capacity factors and, when only accounting for operating expenses, pink hydrogen can reach production costs lower than green hydrogen
RolandBerger · 2024 · financial_analysis
Subsidized green and pink hydrogen can reach levelized production costs under $2/kg—fully depreciated operating nuclear plants yield higher capacity factors and, when only accounting for operating expenses, pink hydrogen can reach production costs lower than green hydrogen
$2/kg — Levelized Cost of Hydrogen ($/kg)
 While hydrogen-ready natural gas turbines are still being tested, preliminary results, including our illustrative LCOH analysis, indicate that a 25% hydrogen by volume blend is feasible and cost competitive
RolandBerger · 2024 · peer_benchmark
While hydrogen-ready natural gas turbines are still being tested, preliminary results, including our illustrative LCOH analysis, indicate that a 25% hydrogen by volume blend is feasible and cost competitive
$110 - $228/MWh — Levelized Cost of Energy ($/MWh)
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