Every deck is a copy problem.
28,182 action titles show the craft.
“For example, interactivity led use cases are garnering nearly 36% of the global metaverse investments”
“60% of EV owners would consider to purchase a used EV, yet uncertainty of battery SoH is a key barrier”
“3 areas to explore : advanced pooling, automation and data”
“Hong Kong business-to-business 2022-2027 CAGR reaches 7.16%, which outperforms Global’s 2.93%, as driven by trade shows”
“Unemployment rate would also drop from 20-25% to 4-6%”
“The separation of CO2 molecules contained in exhausting gases can be realized through four main technologies (1/3)”
“Ten regions account for 65% of all threatened species in 2016 – Many of them are endemics”
“Philippines is expected to continue its double-digit climb towards ~$35B by 2025, largely fueled by e-commerce”
“Effektivisering på 9-11% forventet baseret på FMI egne erfaringer samt BCG benchmarks”
“Grocery retail margins in Europe have historically been lower than other industries, averaging 7.1% EBITDA (2009-23)”
“Luxury markets 2024 in a slight slowdown Bright spots from experiences and experiential goods”
“Discounter share (23-26%) and private label share of hyper/supermarkets (31-33%) expected to increase by 2029”
Action titles are headlines. Callouts are body copy. Frameworks are visual metaphors. What follows is an autopsy of all three — drawn from 26 firms, 45 houses of consulting, and 51,561 slides.
The anatomy of an action title
Four dimensions you can feel on every slide: the opening word, the length, the number density, and the hedging. A look at what the corpus actually does — not what the playbooks say it should.
Opening verbs & nouns
First content word, after stripping "we / our / this / while"…- ai 364
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china
211
Accenture China is expected to transition to slower growth path as it confronts structural challenges; Japan's resilience is wanin… Accenture China de-risking involves diversifying supply chains and global portfolios, but it is also prompting companies to revisi… Accenture China and India have increased their digital investments in these markets by 25% and 15%, respectively, since 2016. Accenture While China currently holds over 40% of current data center capacity in APAC, future capacity growth is expected to be d…
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consumers
182
Accenture Consumers feel issues/concerns over data security would lead to them leaving their current provider. Accenture Figure 2. Consumers of every age like seeing branches in their neighborhood. Accenture Figure 4. Consumers want banks in the loop when purchasing financial products. Accenture Consumers were surveyed in 33 countries:
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companies
155
Accenture Companies must be prepared for a "winter of economic uncertainty" as many economies transition from post-pandemic normal… Accenture Companies should increase the agility of their future talent supply. Accenture Companies should not wait to shift their talent portfolio into markets that are strongly positioned for growth. Accenture Companies should get their highly skilled workers to help them redesign jobs, starting with tasks.
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strong
150
Accenture A strong digital core enables the competitive advantage of long-term profitable growth companies Accenture A strong digital core is a primary enabler of competitive advantage. It leverages the power of cloud, data and AI throug… Accenture Strong Sustainability DNA is linked to better performance Accenture How strong is your Sustainability DNA?
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technology
124
Accenture Technology is the foundation for improving agility during disruptive events that may cause critical skills shortages. BCG A TECHNOLOGY COMPANY BUILDS A NEW PRICING CAPABILITY BCG A TECHNOLOGY COMPANY QUICKLY TRANSFORMS ITSELF TO BOOST VALUE CREATION Accenture Technology—The digital core, the potential of reinvention and breakthrough innovation
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data
110
Accenture Data is the key to understanding intent BCG The data shows a significant uptick in the share of companies facing pressure to transform or restructure Accenture 2. Data: good governance and clean data enable analytics and automation BCG For data centers, we saw a broad spread in energy consumption
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internet
103
BCG Chinese Internet companies focus more on application-driven than tech-driven innovation, according to a survey of around… Bain The internet economy in SEA is expected to reach ~ $200 billion by 2025 (6.5x increase over 10 years) Bain 40M new internet users came online in 2021, bringing the internet penetration in SEA to 75%. Bain 2030's internet economy will look drastically different
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consumer
99
Accenture Consumer spending continues to moderate in most major economies, though it improved slightly in China Accenture Consumer sentiment remains largely pessimistic globally, and deteriorated further in November in most economies Accenture Consumer divergence, GenAI, geopolitical uncertainty, and financial and property market pressures are among the key macr… Accenture Consumer sentiment globally remains largely pessimistic but improved further in February, with Brazil an ongoing lone br…
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online
94
Accenture Online entertainment has been particularly important in helping people relax during COVID-19 BCG Online spending preference: Chinese Internet users shop more frequently, both on desktop and mobile BCG Online/offline integration capability case study: The Chinese Internet is more demanding for offline operations than the… BCG Online spender base grows 2-3x across sectors
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india
92
Accenture India continues to show the strongest growth momentum within Asia-Pacific, while conditions deteriorated further in Aust… Accenture India has consistently grown faster than China in recent years, and a recent influx of infrastructure investment could h… BCG India, Indonesia, and China lead AI adoption, with over 87% of respondents saying they are regular users BCG India is an entertainment-hungry nation – and growth in digital is driving new content consumption
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market
92
AlvarezMarsal The market is highly fragmented, comprised mostly of micro-to-small size enterprises BCG The market is still at its nascent stage, with some challenges to face BCG Market structure: Market share of e-commerce and online finance are substantially larger in China than in US BCG Luxury market has reached ~920 B€ in 2018, with 4-5% annual expected growth until 2025
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leading
87
Accenture Leading companies are achieving significantly more value with the help of Future Systems Accenture A leading life sciences company uses "empathy exercises" to become customer-focused Accenture Leading MRO providers are scaling capacity, upskilling workers and adopting digital tools to meet rising demand while na… BCG Leading Industries in AI in France are Technology, Media, Telecom and Consumer
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growth
85
Accenture A growth downshift remains the base case for the US as consumer and financial headwinds intensify; Europe's slowdown is … Accenture Growth Markets lag behind peers in unlocking value from interoperability Accenture Growth was strong during Covid Accenture Growth in global private credit AUM.
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top
82
Accenture Top performers have superior skills in managing complexity, setting them apart from the majority. Accenture Top performers invest in developing a wide range of skills and capabilities Accenture Top dealmakers don't treat technology, teams and partners as add-ons—they embed them at the core of their strategy. BCG Top five countries emit >60% of world total
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overall
80
Accenture Overall, trust in banks and insurers is high: Seventy-seven percent of respondents say they trust their bank to look aft… Accenture Overall food and fertilizer prices held steady in November Accenture The overall number of layoffs in the US edged down in February, but there was a noticeable increase among Media and Tele… Accenture Overall food prices have eased since mid-2022, but upside risks remain due to Black Sea tensions, rebounding Chinese dem…
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majority
78
Accenture The majority of nbn users consider essential online tasks more important, however they tend to spend more time on activi… Accenture The majority of nbn users prefer accessing online entertainment over the nbn™ network compared to using mobile data alte… BCG Majority of consumption comes from tier 2 or above cities across categories BCG The majority of associate's students expressed interest in transferring to four-year colleges; continuing-generation stu…
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lebanon
78
McKinsey Lebanon’s participation in the reconstruction of Syria should be focused on industrial construction approaches McKinsey Lebanon spends ~50% more on public servant salaries and generates ~10% less government revenue compared to peer countrie… McKinsey Lebanon maintains a large and persistent current account deficit mostly driven by trade deficit; it reached ~20% of GDP … McKinsey Lebanon’s export profile is skewed towards products of low complexity — moving up the value chain should be a key priori…
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tech
77
Accenture Tech investment is falling short Accenture Tech devices get even more central to the consumer in a broader omnichannel development BCG Tech debt dilemma | AI in code development with mature DevOps significantly enhances velocity and capacity savings Bain Tech companies are using technology to close the gap by making wellness more affordable and accessible for consumers
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over
77
Accenture Over a fifth of postponed purchases are because consumers can't try them in store AlvarezMarsal Over the last year, price tags in European M&A transactions mostly imply discounts to LTM trading pricing levels BCG Over 70% of true luxury sales come from the ~50 tier 2 or above cities BCG Over 70% of Transformations Are Sponsored by Business Leadership Rather Than the CIO or CTO
- usa 76
- all 75
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future
75
Accenture "The future of work will be a race between education and technology." Accenture The future of banking is being redefined as generative AI and data enable a shift from product-centric to customer-centr… Accenture The future is open source BCG In future, IT could be managed in integrated way
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business
74
Accenture Business activity momentum remains weak but generally stable or improving in the US and Europe, while Japan and Australi… Accenture Business activity downturn eased slightly in November across Europe, with UK and Ireland showing signs of expansion Accenture The business (and economic) case for building these five digital capabilities is clear. The key question is what's holdi… Accenture Business partners are at the center of delivering reinvention strategies
The "lead with a number" myth
The McKinsey convention says lead with the answer. The corpus says the answer rarely leads with digits. Instead: most headlines contain a number (24.1% of them) — but it arrives mid-sentence.
| Any digit in title | 24.1% |
| Percentage (%) | 5.8% |
| Money ($ € £) | 2.1% |
| Multiplier (3x / 2.5X) | 0.7% |
How long is an action title?
Word countMedian cluster sits at 9–17 words. Pithy 5-word banners are the minority; so are the 25-word sentences that break into a clause.
The hedge audit
Modal verbs that soften a claim. Each one waters down the action title.will 1134 4.02%
can 860 3.05%
could 415 1.47%
should 390 1.38%
would 238 0.84%
must 181 0.64%
may 181 0.64%
might 43 0.15%
ought 2 0.01%
The swipe file
Reusable syntactic skeletons extracted from real titles. Variable parts — numbers, metrics, actors, regions — collapse into placeholders. Each template is grouped by what it's trying to do.
Quote the market
{PCT} of respondents · executives say · investors expect.633× {N} % of
430× {N} % of ·
319× {ACTORS} are ·
197× · {ACTORS} are
139× · {ACTORS} are ·
125× {ACTORS} are · ·
103× ~ {N} % of
79× {N} % of the
71× · {ACTORS} have
70× {ACTORS} have ·
68× · {N} % of
65× ~ {N} % of ·
57× {N} % of {ACTORS}
Prescribe action
{ACTORS} must / should · to win · the playbook.54× {ACTORS} should ·
Contrast & gap
Only X vs Y · while this, that · despite A, B.76× vs . {N}
65× {N} % vs
65× {N} % vs .
64× vs . {N} %
51× only {N} %
Place the claim
{REGION} anchors — where the story is set.254× · in {REGION}
152× in the {REGION}
125× the {REGION} ·
109× · in the {REGION}
101× {REGION} , ·
94× {REGION} and ·
91× {REGION} · =
83× {REGION} ' ·
79× {REGION} and {REGION}
67× {REGION} ' · ·
66× in {REGION} ,
65× the {REGION} · ·
59× · , {REGION}
56× · and {REGION}
54× in {REGION} ·
52× {REGION} and · ·
Other structural templates
Skeletons that don't fit a single goal — often composite.1208× · {METRIC}
517× · {ACTORS}
483× {N} % ·
434× · {N}
364× · {TIMEFRAME}
339× {METRIC} of ·
335× · ( {N}
329× {N} / {N}
282× {METRIC} and ·
268× and · {METRIC}
258× / {N} )
257× {N} / {N} )
256× ( {N} /
256× ( {N} / {N}
253× ( {N} / {N} )
249× · {METRIC} in
Full search index of all 450+ templates: copy-pattern search →
Do & don't — paired
Action titles from top-scored decks ( Storymakers score ≥ 75) vs bottom-scored ( < 65), matched by narrative function. Read the left column to feel what "done well" sounds like.
Framing the problem
“Pharmaceutical companies are shifting to better engage HCPs but providers want more.”
“Businesses are aware that current networks are becoming a bottleneck to enterprise reinvention.”
“The status quo limits leadership teams' ability to build sustainable organizations in three main ways”
“Welcome back strategy. You've changed”
Stating a recommendation
“Collaborate for supply chain resilience”
“Option III: "Enhanced model with market incentives and an employee commitment"”
“Data is the key to understanding intent”
“There is an urgent need to accelerate at all levels”
“Adopt a "meaningful green product" approach”
“Our overall conclusion: Option III provides the best path to long term sustainability, but with near term risks”
Quantifying impact
“Delivering shareholder value at scale”
“I. Flipping budget toward network modernization”
“NATIONAL BRANDS HAVE POTENTIALLY MISSED OUT ON UP TO 4% IN ANNUAL SALES GENERATED FROM MEDIA SPEND”
“And we found that in more equal cultures, everyone rises:”
“Figure 5. Companies can unlock an additional $10.3 trillion in economic value by adopting responsible, people-centric approaches to gen AI”
“UK businesses harnessing digital capabilities to augment their workers could unlock £33 billion in additional GVA in 2030”
Illustrating a case
“Pfizer is doing breakthrough innovation with the "dare-to-try" initiative”
“Stellantis modernizes network to support innovation, customization, and higher productivity”
“Fighting electronics waste, one phone at a time”
“Platform adopters are more profitable—and more resilient—than their peers.”
Benchmarking against peers
“Talent shortages persist across the US and Europe though some sectors are seeing improvement”
“The tech-forward group consistently shows a higher portion of companies that perform above peers on a given metric when compared to others.”
“Energy and commodity prices are driving input cost increases in sensitive industries”
“Commercial clients source advanced payments services from a variety of providers.”
“AUTOMOTIVE – OES COMPANIES ARE SCALING DIGITAL POCs ACROSS BUSINESS FUNCTIONS”
“Financial performance and disability inclusion: The gap between Leaders and other participants has grown”
Analyzing data
“The ability to explore and purchase devices online has become more important for those planning to purchase smartphones, TVs and laptops”
“Some industries exhibit greater variability of performance than others”
“Global supply chain pressures have now reverted to pre-pandemic levels”
“Technology strength is related to long-term profitable growth, especially when combined with strong business capabilities”
“As banks' lending standards tighten, risks of a credit crunch and economic slowdown grow”
“Figure 8. Banks' cost-to-income ratios have barely shifted during the Digital Age.”
Pairs are chosen at random within each score tier — so reload to see different examples. Score is a Storymakers-framework evaluation of the whole deck, not the specific title.
Callout voice
If action titles are the headlines, callouts are the body copy — narrative sentences that translate a chart into argument language. Different register, different shape.
How many callouts?
More than action titles — Gemini captures a callout even when the title isn't declarative. This is the true body-copy corpus.
Number density in callouts
Callouts carry the supporting data. Titles the claim.| Any digit | 42.1% |
| Percentage (%) | 19.8% |
| Money ($ € £) | 4.9% |
| Year (e.g. 2030) | 12.8% |
Titles: 3.3% lead with a number but 28% carry one. Callouts: 42.1% carry a digit somewhere — the data lives here.
Callout length
Character count — different from titles (which scale by words).Callout openers
First content word. Different vocabulary from title openers — more descriptive, less performative.-
while
275
Accenture While most banks have mastered digital, its focus—more often than not—has been on servicing. Turning even a modest number of digital interactions into opportuni… BCG While drayage is a small part (usually <10%) of total shipping costs, increases in drayage costs can cause diversion, especially for the 68% of container moves … Accenture While new messages from pharma companies are welcome, healthcare providers are also receiving high volumes of less relevant digital content that is missing the …
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global
233
Accenture Global supply chain pressures are settling near their long-run pre-pandemic average Accenture #9: Global race for critical minerals and semiconductors heats up Accenture In our 2023 Global Risk Survey, only 35% of 172 banking executives said their organization is fully able to assess the risks associated with interest rate incre…
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most
213
Accenture Most exposed industries (industries with >USD 100 billion debt outstanding at lowest rating levels, "B-" and below) Accenture Most banks' early experiences of cloud were like that of a novice driver put behind the wheel of a Ferrari: they tried to drive it like the family sedan they we… Accenture for most the 50-60% range seems to be the equivalent of terminal velocity for CIR
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more
210
Accenture More than three-quarters of all respondents are willing to share the data required for benefits such as personalized offers... Accenture The more information a provider can collect about a consumer, ...the easier it is to provide services that are truly relevant... Accenture More than half (56%) of highly skilled workers (especially younger ones) told us they prefer multinational companies as future employers over the next three yea…
-
companies
201
Accenture Companies should periodically reassess the dynamism of labor markets. In the coming years, large multinational companies can redefine their talent supply to unl… Accenture Companies should increase the agility of their future talent supply. Accenture Companies should not wait to shift their talent portfolio into markets that are strongly positioned for growth.
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there
178
Accenture There were on average 270 attacks (unauthorized access of data, applications, services, networks or devices) per company over the year, an increase of 31% compa… Accenture There is not other industry that has a greater need for Total Enterprise Reinvention than the Postal and Parcel Industry. Bain There is no single personalization model - it is crucial for companies to fine tune their models to drive success
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despite
137
Accenture Despite the increased employment rate of persons with disabilities, the labor force participation rate for persons with disabilities in 2023 is approximately ha… Accenture Despite the lifting of travel restrictions in many countries, there has been no significant return to face-to-face Accenture Despite its promise, few companies are making use of eco-essential innovation today. Our analysis found that among leading organizations that have discussed gre…
-
when
135
Accenture When considering GAFA channels, financial services providers should carefully weigh the benefits of access via favored consumer applications—such as being able … Accenture When Commonwealth Bank of Australia replaced its core banking system, it took five years and cost almost US$750 million. Accenture When it comes to patent activity, a considerably lower share of European companies file AI related patents. This gap widens even further for generative AI, as i…
- are 131
-
only
130
Accenture Only 7 percent of the respondents in our survey reported having switched bank accounts over the past year, giving better value products and services as their ma… Accenture Only 30 countries account for 91% of the world's highly skilled talent—a growing talent pool of 437 million people. Accenture Only 25% highly skilled graduates migrate to large cities.
-
total
127
Accenture Total foreign investment in Japanese real estate rose 45% in the first half of 2023 versus the same period in 2022, as investors took advantage of favorable len… Accenture A total of 98% of executives globally agree that AI foundation models will play an important role in their company's strategy in the next 3-5 years. Accenture Total Enterprise Reinvention is a deliberate strategy that aims to set a new performance frontier for companies and in most cases, the industries in which they …
-
consumers
126
Accenture Consumers feel issues/concerns over data security would lead to them leaving their current provider. Accenture Consumers and company CEOs see a 20% higher risk, on average, than do financial market participants and professional economists Accenture 82% of consumers aged 18-24 acquired a financial services product from a new provider in the past 12 months, compared with 34% of those aged over 65.
- average 124
-
new
123
Accenture New orders in November dropped in Italy, Spain and France while downturn slowed for Germany, UK and Ireland in (relative to recent 3-month average) Accenture New approaches and technologies—not least of which is gen AI and its ability to swiftly convert outdated code—are combining to finally free banks from the limit… Accenture This new approach will not only deliver the efficiencies banks seek today, but will also permanently bend the cost curve.
-
overall
122
Accenture Overall food commodity prices were broadly stable in November, reflecting offsetting increases in the prices of dairy, vegetable oils and sugar and declines in … Accenture Overall hiring difficulties relative to historical norms are highest in the US, as compared to UK and Europe Accenture Overall, we collected through secondary research and interviews about 65 case studies focusing on issues organizations are facing on their multi-ecosystem journ…
-
over
116
Accenture Over 70 countries are holding elections in 2024, representing roughly 55% of world's population and 60% of global GDP Accenture Over the next decade, the 14 G20 countries in our analysis could miss out on as much as US$11.5 trillion of cumulative growth promised by intelligent technologi… BCG Over the next nine months, it eliminated 40 million euros in overhead, removed two layers of the organization, and launched a new operating model.
Who consultants cite
2,630 attributable quotes pulled from the corpus. Executives carry the most weight — research houses less often — and academic voices are rare. Every quote is an anchor of external authority.
“We can definitely continue to improve how we manage the YouTube platform... I see how much improvement we've already made... If you talk to experts in this field today, you can see we've made tremendous progress.”
“a technology company that does banking instead of a traditional bank looking to digitalize.”
“AI is used to detect and analyze cybersecurity threats in financial networks.”
“Technology moves on a much faster arc than culture. You have to be in a constant re-evaluation mode as the technology shifts. Focus on adoption, given your company culture. Has it changed in the way you want it? Is it changing because you'r…”
“We think the most benefits will go to whoever has the biggest computer”
“[The] greater emphasis on remote work [is] enabling a significant reduction in real estate footprint and cost — allowing those savings to be returned to the workforce via increased benefits.”
“...remote working has made a positive impact for staff on their quality of life. However, young members of staff want to be in the office as do the older end of the staffing profile. The middle bank of staff wants to be home, as they have k…”
“While AI can automate workflows and generate content, it is not capable of empathy or creativity. Humanizing AI transformation is crucial.”
“Overall, we are going to move from very systemic maintenance to maintenance that is closer to needs, more precise, and in real time: network maintenance in the right time and in the right place. It's another step towards a high-performance …”
“Awareness will rise and people will start to shop more consciously. Bigger retailers starting to charge for returns will make people think about how they buy.”
“I definitely saw excesses close up and personal in the mid-1980s, but I also learned that some of the greatest companies were also grown out of that too...such as Microsoft, Apple and America Online.”
“Retailers are hooked on the heroin of this promotional money, and even the few who say they need to wean themselves from these payments know it is a difficult and arduous process.”
“Huawei has started the delivery of its advanced artificial intelligence chip 'cluster' to Chinese clients who are increasing orders after being cut off from Nvidia's semiconductors because of Washington's export restrictions...”
“A diabolical and absorbing experience.”
“Finding workers is one of the biggest challenges for construction jobs, says Procore CEO”
“This month, the European Union will embark on an expansive effort to give people more control over their data online... As it comes into force, Europe should be mindful of unintended consequences & open to change when things go wrong.”
“The majority of bankers (54%) are either ignoring the challenge or talking about disruption without making any changes.”
“The ICT sector currently employs about 200,000 people and requires another 60,000 in the next three years. However, the education system is only producing 2,400 ICT graduates annually, which is 8,400 over 3 years, leaving a 51,600 shortfall…”
“The new economy is now about analyzing rapid real-time flows of mostly unstructured data.”
“The majority of bankers (54%) are either ignoring the challenge or talking about disruption without making any changes.”
“My mentee and I spent a lot of time during her 4 years in high school, talking about her dreams and different avenues to achieve them.”
“As businesses are forced to change fundamentally or face the reality of being left behind, the CFO has a particularly important part to play in preparing for the new wave of digitalisation with Data and Analytics.”
“By optimising the grid and making use of flexibility and tools already at our disposal, EVs are a significant part of the solution for reducing grid operators’ investment bill from a forecasted €67bn to €55bn every year between 2025 and 205…”
“COVID-19 had a negative impact on Japanese IPO markets in March and April. As the force of COVID-19 recedes, the IPO markets will recover in Q3 2020 with technology and health care IPO candidates in the pipeline.”
“Rising competition will elevate the significance of alternative and exclusive investment products as the key differentiator among wealth managers, with partnerships playing a vital role as enablers.”
“This shift from strategic sales to sale to another PE, and to IPOs, is not surprising given the increased amounts of dry powder held by private equity funds and a hot IPO market.”
“Wealth firms must understand that digital transformation is an ongoing process that may take years to complete. There are two main risks along that journey. The first is delaying investment or not investing enough. The second is investing h…”
“Although IPO activity declined in April and May 2020 because of the economy lockdown in most markets, we began to see a strong rebound in June. Well-prepared companies, in the right sectors and business models that can successfully adjust d…”
“As we look forward on 2025, it is useful to first reflect on what we predicted for 2024 and experienced in the past year.”
“The hybrid work environment is here to stay. Companies are looking for ways to be more nimble. Digital tools and assets allow global teams to work and collaborate more efficiently, reducing time spent on transaction activities, and ultimate…”
“In pricing you offer something nobody else does”
“In recent years, companies have witnessed a tightening focus on environmental, social and other non-financial factors that are critical for their long-term viability and success.”
“I don't think most leaders are familiar enough with technology and digital innovation. I think there has been this common view that we will hire a specialist to be on the board to handle the technology topics. I don't think that's acceptabl…”
“We have been told there is no future for shopping centres. It is false. Shopping centres do have a great future, but future shopping centres will be closer to “Walt Disney” than to “Walmart”.”
“We have failed to 'fix' epidemic obesity not because it is unclear how, but simply because we have never really tried.”
“I still believe the core of healthcare is a patient and a provider. Then the responsibility of AI is how it supports that relationship.”
Rhetorical types · how each title speaks
28,215 action titles classifiedEvery action title performs one or more rhetorical moves. Some simply assert a fact. Others prescribe a behavior, contrast two ideas, quote a voice, or pose a question. Click a circle to see real examples of that pure move.