Action Titles Library
Real declarative titles from real consulting decks.
The McKinsey convention: the title of a slide states its insight, not its topic. Every entry here is verbatim from a live deck in the corpus.
McKinsey
analyze_data
“Generative AI will affect business functions differently across industries.”
McKinsey
establish_context
“Luxury customer expectations also evolved as the industry widened its reach”
McKinsey
analyze_data
“Shared and public transport are currently not considered as safe for health”
McKinsey
establish_context
“Companies aim to shift the majority of their IT-hosting spend to the cloud.”
McKinsey
quantify_impact
“Both gen AI and quantum computing have tremendous potential to unlock value”
McKinsey
establish_context
“Over our history, we have constantly innovated across key customer segments”
McKinsey
analyze_data
“This has led to strong momentum and accelerated growth through the pandemic”
McKinsey
frame_problem
“To capture market share, fashion executives are focusing on differentiation”
McKinsey
analyze_data
“Players are expected to create authentic messaging amplified by ambassadors”
MorganStanley
analyze_data
“Strong underlying client business; well positioned for upside opportunities”
MorganStanley
size_opportunity
“Growth: Strategic investments in priority markets driving deposit expansion”
MorganStanley
present_framework
“Do you have an alternative financing strategy to execute instead of an IPO?”
MorganStanley
analyze_data
“Q1 2021: Results supported by Consumer Protection and Engineering Materials”
MorganStanley
front_matter
“Agility in volatility: Rebalancing CRO priorities in a shifting risk matrix”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
analyze_data
“'Responsibility for achieving overall good health primarily rests with me.'”
MorganStanley
present_framework
Value Chain
“The luxury industry value chain incorporates both global and regional input”
PwC
establish_context
“DRIVERS AND CHALLENGES FOR THE UPTAKE OF EO FOR RENEWABLE ENERGY MONITORING”
RolandBerger
analyze_data
“Sales and footfall to continue to improve, generating growth in prime rents”
UBS
analyze_data
“Private markets are expected to provide a higher return than public markets”
UBS
establish_context
“Private markets are gaining importance for UHNW and family office investors”
misc
benchmark_peers
“Winners are more likely to use broadcast channels as their main touchpoints”
Accel
analyze_data
“A new breed of private AI native applications shows unprecedented growth...”
Accenture
recommend
“Imperative 1 | CEO Ownership: Make sovereign AI leadership's new power play”
AirStreetCapital
analyze_data
“Talent concentration: 6.3% of 2017 ICML papers had a Google/DeepMind author”
AirStreetCapital
analyze_data
“Those whose job has been impacted by automation favor more radical policies”
AirStreetCapital
analyze_data
“The Muon Optimizer: expanding the compute-time Pareto frontier beyond AdamW”
AirStreetCapital
analyze_data
“Scaling laws in genomics: predictable gains with compute, data, and context”
AirStreetCapital
analyze_data
“Mega $250M+ rounds eat the lionshare of private capital invested into GenAI”
AirStreetCapital
analyze_data
“Loser: omnibus AI laws winnow down and third party auditing a no-go for now”
AirStreetCapital
diagnose
“Single point of failure: how LLM safety mechanisms can be directly disabled”
AirStreetCapital
diagnose
“Despite breakthroughs, there is still no fool-proof mitigation for scheming”
AirStreetCapital
illustrate_case
“AI-shoring alignment: early attempts to scale AI safety demonstrate promise”
AirStreetCapital
analyze_data
“92% of respondents report increased productivity gains from gen AI services”
AirStreetCapital
analyze_data
“Governments across the world are starting to incorporate GenAI technologies”
AirStreetCapital
illustrate_case
“Small-scale no more: Semiconductor smugglers get increasingly sophisticated”
AirStreetCapital
establish_context
“UK creates the world's first AI Safety Institute and the US swiftly follows”
AirStreetCapital
illustrate_case
“The ideas behind AlphaFold 2 rapidly diffused into academia and open source”
AirStreetCapital
analyze_data
“Reducing the carbon emissions of large neural network training by 100-1000x”
AirStreetCapital
establish_context
“AI ethics in China: will a new draft on ethics norms change the status quo?”
AirStreetCapital
analyze_data
“Military AI: governments have doubled down on rhetoric and defense spending”
AirStreetCapital
analyze_data
“...but the inevitable vision and language modeling unification continues...”
AirStreetCapital
illustrate_case
“Predicting the evolution of real-world covid variants using language models”
AirStreetCapital
frame_problem
“Can AI and compute bend the physical reality of clinical trial chokepoints?”
AirStreetCapital
analyze_data
“Disentangling the real and the fake, and surfacing the real behind the fake”
AirStreetCapital
analyze_data
“Selling faster than Coachella: GPUs snapped up from upstart infra providers”
AirStreetCapital
size_opportunity
“Check out those GenAI round (GPU bills) sizes: $18B invested in 2023 alone!”
AirStreetCapital
illustrate_case
“The US Secretary of Defense targets 2024 for real-life AI vs human dogfight”
BCG
frame_problem
“Operating model needs rewiring to fully unlock AI benefits at company level”
BCG
present_framework
“Achieve competitive advantage in R&D—5 pillars for strategic AI integration”
BenedictEvans
benchmark_peers
“MrBeast probably has comparable total viewing time to a top 10 Netflix show”
BondCap
analyze_data
“AI Developer Growth (Google Ecosystem as Proxy) = +5x to 7MM Developers Y/Y”
BondCap
analyze_data
“AI Monetization – OpenAI = Revenue vs. Compute Expense, per The Information”
BondCap
illustrate_case
“Confluent + Accor = Optimize Data to... Respond to Customer Events at Scale”
BondCap
cite_precedent
“We can definitely continue to improve how we manage the YouTube platform...”
BondCap
illustrate_case
“Pinduoduo = Group Buying… Social Shopping + Gamified Discounts Drive Growth”
BondCap
analyze_data
“Various Online Grocery Retail Formats = Competing For Consumer Wallet Share”
BondCap
illustrate_case
“Alibaba ‘New Retail’ Strategy = Digitizing Various Offline Retail Verticals”
BondCap
analyze_data
“...Meituan Super App... Growing Consumer Engagement + Transaction Frequency”
BondCap
illustrate_case
“Video + Machine Learning = Visuals + Deep Analytics Can Improve Performance”
BondCap
establish_context
“Media Evolution (1950-2017) = Market of Millions → Market of One x Millions”
BondCap
transition
“China Internet Users + Usage = Healthy User Growth... Usage Outpacing Users”
BondCap
analyze_data
“...Data Gathering + Sharing + Optimization (2006 →) = Ramping @ Torrid Pace”
BondCap
illustrate_case
“Slack = Communication Threads... Organizing Information by Channel Topic...”
BondCap
establish_context
“Mobile Phone Users – 1995 → 2014… 1% to 73% Population Penetration Globally”
BondCap
transition
“Re-Imagining Messaging... With Lots of Improvements / Change / Growth Ahead”
BondCap
illustrate_case
“Hyper-Targeted Marketing = Driving Growth for Retailers / Products / Brands”
BondCap
analyze_data
“Internet Advertising = Remains Strong... +16%...Mobile +47% to 11% of Total”
IBM
establish_context
“The rapid pivot to AI has upended IT budgets, but self-funding is imminent.”
IDC
present_framework
“From Silos to Synergy: Transforming Organizations with Unified AI Platforms”
Accenture
illustrate_case
“Platform adopters are more profitable—and more resilient—than their peers.”
Accenture
transition
“Diving deeper into the six characteristics of Total Enterprise Reinvention”
Accenture
quantify_impact
“Embracing Total Enterprise Reinvention releases value at a compressed rate”
Accenture
diagnose
“FP&A teams spend more time preparing data than generating insights from it”
AlvarezMarsal
analyze_data
“Higher interest income and lower impairment charges boosted the net profit”
AlvarezMarsal
analyze_data
“Capital ratios remain stable despite pricing pressures on bond portfolios.”