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.
AirStreetCapital
analyze_data
“Talent concentration: Percentage of ICML papers with Google/DeepMind author doubles”
AirStreetCapital
diagnose
“Monitor your CoTs: just because you can read 'em, doesn't mean you should trust 'em”
AirStreetCapital
analyze_data
“Scaling laws for brain-to-image decoding: data per subject matters (and costs bite)”
AirStreetCapital
establish_context
“US defense sizes up its bet on AI-first systems and opens to up to frontier AI labs”
AirStreetCapital
analyze_data
“AI squeezes the entry-level job market while experienced workers are safe...for now”
AirStreetCapital
analyze_data
“Academia to industry transitioning is increasingly popular amongst top universities”
AirStreetCapital
illustrate_case
“Improving the sustainability and carbon efficiency of farms using predictive models”
AirStreetCapital
illustrate_case
“Viz.ai’s stroke detection software helps 1 patient every 47 seconds in the US today”
AirStreetCapital
illustrate_case
“UK National Grid ESO halves error of electricity demand forecast using transformers”
AirStreetCapital
analyze_data
“Manufacturers suffer from Covid-induced supply chain disruptions for semiconductors”
AirStreetCapital
analyze_data
“All seven major private LiDAR companies have SPAC'd and trade below their IPO price”
AirStreetCapital
illustrate_case
“Clearview AI: despite lawsuits and bans in Europe and Canada, the company continues”
AirStreetCapital
illustrate_case
“OpenAI GPT-3 integrations: Microsoft Power Apps, GitHub Copilot, and 300 other apps”
AirStreetCapital
size_opportunity
“Investing in AI: 182 active AI unicorns totaling $1.3T of combined enterprise value”
AirStreetCapital
analyze_data
“At the state level, comprehensive data privacy laws are rare and differ in strength”
AirStreetCapital
illustrate_case
“Predicting the structure of the entire known proteome: what could this unlock next?”
AirStreetCapital
analyze_data
“NVIDIA's chips are the most popular in AI research papers...and by a massive margin”
AirStreetCapital
illustrate_case
“The first regulatory approval for an autonomous AI-first medical imaging diagnostic”
AirStreetCapital
analyze_data
“The number of exits in EU-27, Switzerland & Norway has already exceeded 2021 levels”
AirStreetCapital
establish_context
“The US CHIPS and Science Act of 2022: $250B for US semiconductor R&D and production”
AirStreetCapital
analyze_data
“RLHF / Instruction-tuning emerges as the most trending topic since the end of 2022.”
AirStreetCapital
illustrate_case
“Predicting the outcome of perturbing multiple genes without a cell-based experiment”
AirStreetCapital
illustrate_case
“Results are in: GitHub CoPilot drives significant productivity gains for developers”
AirStreetCapital
establish_context
“Job loss concerns are rising, but policymakers are adopting a wait-and-see approach”
AirStreetCapital
illustrate_case
“Low resource languages with limited training data are a beneficiary of large models”
AirStreetCapital
illustrate_case
“Causal reasoning is a vital missing ingredient for applying AI to medical diagnosis”
AirStreetCapital
illustrate_case
“Enabling the use of consumer-grade 360° cameras in construction using deep learning”
AirStreetCapital
analyze_data
“Chinese-educated researchers make increasingly significant contributions at NeurIPS”
AirStreetCapital
diagnose
“The Next Step: New models and a shift in focus from perception to motion prediction”
BCG
present_framework
“Physical AI | Applications will expand automation scope and simplify implementation”
BCG
quantify_impact
“Leading players set ambitions to improve customer service productivity by up to 60%”
BCG
establish_context
“CP companies cannot opt out of AI as players along the value chain are embracing it”
BCG
plan_implementation
“Getting started | Six steps for executives to set their company on an AI-first path”
BenedictEvans
illustrate_case
““The jury is still out out on whether Copilot is useful enough to justify the cost””
BenedictEvans
frame_problem
“For 20 years, ‘internet’ meant web browsers, mouse and keyboard. Mobile ended that.”
BenedictEvans
size_opportunity
“Amazon has built a $15bn+ 'search ad' business (retailers just call this marketing)”
BenedictEvans
analyze_data
“US brands & retailers spend $7-800bn to reach their customers - rent is the new CAC”
BondCap
analyze_data
“...360% Annual Growth Over Fifteen Years of... Compute to Train AI Models Led To...”
BondCap
analyze_data
“AI Performance = In Q1:25... 73% of Responses & Rising Mistaken as Human by Testers”
BondCap
illustrate_case
“...AI Performance = Evolving to Mainstream Realistic Audio Translation / Generation”
BondCap
analyze_data
“AI User Adoption (ChatGPT as Proxy) = Materially Faster vs. Internet Comparables...”
BondCap
analyze_data
“...Big Six* Generating Loads of Cash = +103% Growth in Cash Over Ten Years to $443B”
BondCap
establish_context
“Technology Disruption Pattern Recognition = Hundreds of Years of Consistent Signals”
BondCap
illustrate_case
“AI Monetization...Data Labeling & Evaluation = Scale AI Revenue +160% to $870MM Y/Y”
BondCap
analyze_data
“...China AI = LLMs Achieving Performance with Lower Training Costs, per Epoch AI...”
BondCap
establish_context
“USA Labor Productivity = Has Happened Alongside Job Growth Over Seventy-Seven Years”
BondCap
analyze_data
“Ad Share Gain Drivers = Better Targeting + New Creative + Commerce + High-Relevance”
BondCap
illustrate_case
“Salesforce + Adidas = Collect Data to... Increase Customer Input / Improve Products”
BondCap
transition
“Age-Old Challenge of Amplifying Good + Minimizing Bad = Taking Rapid Twists & Turns”
BondCap
transition
“Global Relationships Related to Information + Data = Evolving Differently / Rapidly”
BondCap
illustrate_case
“Online Education (Job-Relevant Skills)… Google = Certifications for In-Demand Jobs…”
BondCap
cite_precedent
“If it Plays in Peoria...Take it to Broadway! Especially in Mobile / Social World...”
BondCap
analyze_data
“Advertising $s Follow Eyeballs – Ad Revenue per User = $49 in 2011E vs. $0 in 1994E”
BondCap
illustrate_case
“Facebook Open Graph Distribution – Example of Onboarding 17MM New Users in 7 Days*!”
BondCap
analyze_data
“...Voice-Based Platform Back-Ends = Voice Recognition Accuracy Continues to Improve”
BondCap
analyze_data
“...Interacting With / Analyzing Data = Many Games Have Strong Math Underpinnings...”
BondCap
illustrate_case
“On-Demand Bike Sharing = Positive Environmental Impact + High Customer Satisfaction”
BondCap
analyze_data
“India Healthcare = High (& Rising) Out-of-Pocket Spend… <20% Insurance Penetration…”
BondCap
analyze_data
“...Hospitals Providing Digital Access to Healthcare Information = +7x Since 2013...”
BondCap
transition
“...Shelter... To Contain Spending... Consumers May Aim to Increase Utility of Space”
BondCap
transition
“USA Rising Debt Drivers = Spending on Healthcare Entitlements (Medicare + Medicaid)”
BondCap
frame_problem
“Re-Imagining Enterprise Computing = Changing Business Process One Segment at a Time”
BondCap
analyze_data
“Source of Healthcare Insurance Shifting Away from Employers = @ 54% vs. 64% in 1999”
BondCap
establish_context
“Connectivity (Via Internet) Up Dramatically = @ 84% of Population vs. 9% in 1995...”
BondCap
illustrate_case
“Brand Filters Integrated into Snapchat Snaps by Users... Often Geo-Fenced, in Venue”
BondCap
analyze_data
“Hands & Vision-Free Interaction = Top Reason to Use Voice...@ Home / In Car / On Go”
BondCap
transition
“Impact of Internet = Extraordinary & Broad But, in Many Ways... It's Just Beginning”
BondCap
analyze_data
“Tablet Shipments = Surpassed Desktop PCs & Notebooks in Q4:12, < 3 Years from Intro”
BondCap
analyze_data
“China Leads USA in Mobile + Internet Time Spent vs. TV = China @ 55% vs. 38% in USA”
BondCap
analyze_data
“Mobile App Revenue = Still Trumps Mobile Ad Revenue... @ 68% of Mobile Monetization”
BondCap
analyze_data
“New Genre(s) of Video = ‘Spectator Gaming’* – Players → Players / Active Spectators”
Accenture
decompose_segments
“There are qualified talent pools that multinational companies have yet to discover”
Accenture
analyze_data
Six Sigma
“Figure 8. Banks' cost-to-income ratios have barely shifted during the Digital Age.”
Accenture
benchmark_peers
“Other emerging markets lost growth momentum, while Saudi Arabia extended its gains”
Accenture
transition
“So how much does this all cost? The answer: Interoperability won't break the bank.”
Accenture
analyze_data
“...AND THEY ARE CHOOSING BIG DATA ANALYTICS, AR/VR & CLOUD TO DRIVE THESE OUTCOMES”
Accenture
present_framework
Accenture Resilience Index
“Accenture's Resilience Index assesses strength across three performance dimensions”
Accenture
analyze_data
“Technology was the top cause of change in 2023, driven primarily by advances in AI”
Accenture
transition
“Partner with specialists, experimenting constantly to foster learning and agility.”
AlvarezMarsal
analyze_data
“Rising interest rates and improvement in asset quality are positives for KSA banks”