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”
2018 Air Street Capital The State of AI Report 2018 13% · Percentage of ICML papers
AirStreetCapital diagnose
“Monitor your CoTs: just because you can read 'em, doesn't mean you should trust 'em”
2025 Air Street Capital The State of AI Report 2025
AirStreetCapital analyze_data
“Scaling laws for brain-to-image decoding: data per subject matters (and costs bite)”
2025 Air Street Capital The State of AI Report 2025 $1,093/hr · Pearson R
AirStreetCapital establish_context
“US defense sizes up its bet on AI-first systems and opens to up to frontier AI labs”
2025 Air Street Capital The State of AI Report 2025 $10B · Contract Value
AirStreetCapital analyze_data
“AI squeezes the entry-level job market while experienced workers are safe...for now”
2025 Air Street Capital The State of AI Report 2025 -21% · Employee headcount
AirStreetCapital analyze_data
“Academia to industry transitioning is increasingly popular amongst top universities”
2021 Air Street Capital The State of AI Report 2021
AirStreetCapital illustrate_case
“Improving the sustainability and carbon efficiency of farms using predictive models”
2021 Air Street Capital The State of AI Report 2021 50% · Antibiotic usage reduction
AirStreetCapital illustrate_case
“Viz.ai’s stroke detection software helps 1 patient every 47 seconds in the US today”
2021 Air Street Capital The State of AI Report 2021 66 minutes · Time saved
AirStreetCapital illustrate_case
“UK National Grid ESO halves error of electricity demand forecast using transformers”
2021 Air Street Capital The State of AI Report 2021 58% · Mean Absolute Error (MAE) reduction
AirStreetCapital analyze_data
“Manufacturers suffer from Covid-induced supply chain disruptions for semiconductors”
2021 Air Street Capital The State of AI Report 2021 16 weeks · Lead time (weeks)
AirStreetCapital analyze_data
“All seven major private LiDAR companies have SPAC'd and trade below their IPO price”
2021 Air Street Capital The State of AI Report 2021 $12.4B · Stock price performance
AirStreetCapital illustrate_case
“Clearview AI: despite lawsuits and bans in Europe and Canada, the company continues”
2021 Air Street Capital The State of AI Report 2021 $30 million
AirStreetCapital illustrate_case
“OpenAI GPT-3 integrations: Microsoft Power Apps, GitHub Copilot, and 300 other apps”
2021 Air Street Capital The State of AI Report 2021 300 · apps
AirStreetCapital size_opportunity
“Investing in AI: 182 active AI unicorns totaling $1.3T of combined enterprise value”
2021 Air Street Capital The State of AI Report 2021 $1.3T · Combined enterprise value
AirStreetCapital analyze_data
“At the state level, comprehensive data privacy laws are rare and differ in strength”
2021 Air Street Capital The State of AI Report 2021
AirStreetCapital illustrate_case
“Predicting the structure of the entire known proteome: what could this unlock next?”
2022 Air Street Capital The State of AI Report 2022 358 · AI research literature mentions
AirStreetCapital analyze_data
“NVIDIA's chips are the most popular in AI research papers...and by a massive margin”
2022 Air Street Capital The State of AI Report 2022 16,517 · AI research paper mentions
AirStreetCapital illustrate_case
“The first regulatory approval for an autonomous AI-first medical imaging diagnostic”
2022 Air Street Capital The State of AI Report 2022 99.8% · Sensitivity
AirStreetCapital analyze_data
“The number of exits in EU-27, Switzerland & Norway has already exceeded 2021 levels”
2022 Air Street Capital The State of AI Report 2022 108 · Number of exits
AirStreetCapital establish_context
“The US CHIPS and Science Act of 2022: $250B for US semiconductor R&D and production”
2022 Air Street Capital The State of AI Report 2022 $250B · Recommended funding
AirStreetCapital analyze_data
“RLHF / Instruction-tuning emerges as the most trending topic since the end of 2022.”
2023 Air Street Capital The State of AI Report 2023
AirStreetCapital illustrate_case
“Predicting the outcome of perturbing multiple genes without a cell-based experiment”
2023 Air Street Capital The State of AI Report 2023 5,460
AirStreetCapital illustrate_case
“Results are in: GitHub CoPilot drives significant productivity gains for developers”
2023 Air Street Capital The State of AI Report 2023 32% · productivity gain
AirStreetCapital establish_context
“Job loss concerns are rising, but policymakers are adopting a wait-and-see approach”
2023 Air Street Capital The State of AI Report 2023 27% · Exposure percentage
AirStreetCapital illustrate_case
“Low resource languages with limited training data are a beneficiary of large models”
2020 Air Street Capital The State of AI Report 2020
AirStreetCapital illustrate_case
“Causal reasoning is a vital missing ingredient for applying AI to medical diagnosis”
2020 Air Street Capital The State of AI Report 2020 25% · Clinical accuracy
AirStreetCapital illustrate_case
“Enabling the use of consumer-grade 360° cameras in construction using deep learning”
2020 Air Street Capital The State of AI Report 2020
AirStreetCapital analyze_data
“Chinese-educated researchers make increasingly significant contributions at NeurIPS”
2020 Air Street Capital The State of AI Report 2020 29% · Percentage of NeurIPS authors with under
AirStreetCapital diagnose
“The Next Step: New models and a shift in focus from perception to motion prediction”
2020 Air Street Capital The State of AI Report 2020
BCG present_framework
“Physical AI | Applications will expand automation scope and simplify implementation”
2025 Executive Perspectives Unlocking the Value Potential of AI
BCG quantify_impact
“Leading players set ambitions to improve customer service productivity by up to 60%”
2024 Executive Perspectives Unlocking Impact from AI 60% · Productivity improvement
BCG establish_context
“CP companies cannot opt out of AI as players along the value chain are embracing it”
2025 Executive Perspectives Consumer AI First Companies Win the Future 20%
BCG plan_implementation
“Getting started | Six steps for executives to set their company on an AI-first path”
2025 Executive Perspectives Consumer AI First Companies Win the Future
BenedictEvans illustrate_case
““The jury is still out out on whether Copilot is useful enough to justify the cost””
2023 Benedict Evans 2023 AI and Everything Else
BenedictEvans frame_problem
“For 20 years, ‘internet’ meant web browsers, mouse and keyboard. Mobile ended that.”
2015 Benedict Evans 2015 Mobile is Eating the World 50% · time spent online
BenedictEvans size_opportunity
“Amazon has built a $15bn+ 'search ad' business (retailers just call this marketing)”
2020 Benedict Evans 2020 December The Great Unbundling $21.5bn · Advertising & other revenue
BenedictEvans analyze_data
“US brands & retailers spend $7-800bn to reach their customers - rent is the new CAC”
2021 Benedict Evans 2021 Three Steps to the Future $800bn · Customer Acquisition Cost
BondCap analyze_data
“...360% Annual Growth Over Fifteen Years of... Compute to Train AI Models Led To...”
2025 Bond Cap Artificial Intelligence AI 2025 360% · Training Compute (FLOP)
BondCap analyze_data
“AI Performance = In Q1:25... 73% of Responses & Rising Mistaken as Human by Testers”
2025 Bond Cap Artificial Intelligence AI 2025 73% · AI Win Rate
BondCap illustrate_case
“...AI Performance = Evolving to Mainstream Realistic Audio Translation / Generation”
2025 Bond Cap Artificial Intelligence AI 2025 678MM · Monthly Active Users
BondCap analyze_data
“AI User Adoption (ChatGPT as Proxy) = Materially Faster vs. Internet Comparables...”
2025 Bond Cap Artificial Intelligence AI 2025 0.2 · Years to reach 100MM users
BondCap analyze_data
“...Big Six* Generating Loads of Cash = +103% Growth in Cash Over Ten Years to $443B”
2025 Bond Cap Artificial Intelligence AI 2025 $443B · Cash on Balance Sheet
BondCap establish_context
“Technology Disruption Pattern Recognition = Hundreds of Years of Consistent Signals”
2025 Bond Cap Artificial Intelligence AI 2025
BondCap illustrate_case
“AI Monetization...Data Labeling & Evaluation = Scale AI Revenue +160% to $870MM Y/Y”
2025 Bond Cap Artificial Intelligence AI 2025 $870MM · Revenue
BondCap analyze_data
“...China AI = LLMs Achieving Performance with Lower Training Costs, per Epoch AI...”
2025 Bond Cap Artificial Intelligence AI 2025 $40M · Training cost
BondCap establish_context
“USA Labor Productivity = Has Happened Alongside Job Growth Over Seventy-Seven Years”
2025 Bond Cap Artificial Intelligence AI 2025 +89% · Labor Productivity
BondCap analyze_data
“Ad Share Gain Drivers = Better Targeting + New Creative + Commerce + High-Relevance”
2019 Bond Cap Internet Trends 2019
BondCap illustrate_case
“Salesforce + Adidas = Collect Data to... Increase Customer Input / Improve Products”
2019 Bond Cap Internet Trends 2019
BondCap transition
“Age-Old Challenge of Amplifying Good + Minimizing Bad = Taking Rapid Twists & Turns”
2019 Bond Cap Internet Trends 2019
BondCap transition
“Global Relationships Related to Information + Data = Evolving Differently / Rapidly”
2019 Bond Cap Internet Trends 2019
BondCap illustrate_case
“Online Education (Job-Relevant Skills)… Google = Certifications for In-Demand Jobs…”
2019 Bond Cap Internet Trends 2019 120K · Cumulative Program Enrollments
BondCap cite_precedent
“If it Plays in Peoria...Take it to Broadway! Especially in Mobile / Social World...”
2011 Bond Cap Internet Trends 2011 100MM+ · Users
BondCap analyze_data
“Advertising $s Follow Eyeballs – Ad Revenue per User = $49 in 2011E vs. $0 in 1994E”
2011 Bond Cap Internet Trends 2011 $49 · Ad Revenue per User
BondCap illustrate_case
“Facebook Open Graph Distribution – Example of Onboarding 17MM New Users in 7 Days*!”
2012 Bond Cap Internet Trends 2012 17MM · Monthly Active Users
BondCap analyze_data
“...Voice-Based Platform Back-Ends = Voice Recognition Accuracy Continues to Improve”
2017 Bond Cap Internet Trends 2017 95% · Word Accuracy Rate
BondCap analyze_data
“...Interacting With / Analyzing Data = Many Games Have Strong Math Underpinnings...”
2017 Bond Cap Internet Trends 2017 59M · Fantasy Sports Players
BondCap illustrate_case
“On-Demand Bike Sharing = Positive Environmental Impact + High Customer Satisfaction”
2017 Bond Cap Internet Trends 2017 11MM · Registered Users
BondCap analyze_data
“India Healthcare = High (& Rising) Out-of-Pocket Spend… <20% Insurance Penetration…”
2017 Bond Cap Internet Trends 2017 90% · Out-of-Pocket Spend
BondCap analyze_data
“...Hospitals Providing Digital Access to Healthcare Information = +7x Since 2013...”
2017 Bond Cap Internet Trends 2017 95% · Percentage of Non-Federal Acute Hospital
BondCap transition
“...Shelter... To Contain Spending... Consumers May Aim to Increase Utility of Space”
2018 Bond Cap Internet Trends 2018
BondCap transition
“USA Rising Debt Drivers = Spending on Healthcare Entitlements (Medicare + Medicaid)”
2018 Bond Cap Internet Trends 2018
BondCap frame_problem
“Re-Imagining Enterprise Computing = Changing Business Process One Segment at a Time”
2015 Bond Cap Internet Trends 2015
BondCap analyze_data
“Source of Healthcare Insurance Shifting Away from Employers = @ 54% vs. 64% in 1999”
2015 Bond Cap Internet Trends 2015 54% · Employer-Sponsored Insurance Coverage
BondCap establish_context
“Connectivity (Via Internet) Up Dramatically = @ 84% of Population vs. 9% in 1995...”
2015 Bond Cap Internet Trends 2015 84% · Internet Penetration (%)
BondCap illustrate_case
“Brand Filters Integrated into Snapchat Snaps by Users... Often Geo-Fenced, in Venue”
2016 Bond Cap Internet Trends 2016 76MM+ · Views
BondCap analyze_data
“Hands & Vision-Free Interaction = Top Reason to Use Voice...@ Home / In Car / On Go”
2016 Bond Cap Internet Trends 2016 61% · Usage motivation
BondCap transition
“Impact of Internet = Extraordinary & Broad But, in Many Ways... It's Just Beginning”
2016 Bond Cap Internet Trends 2016
BondCap analyze_data
“Tablet Shipments = Surpassed Desktop PCs & Notebooks in Q4:12, < 3 Years from Intro”
2013 Bond Cap Internet Trends 2013
BondCap analyze_data
“China Leads USA in Mobile + Internet Time Spent vs. TV = China @ 55% vs. 38% in USA”
2013 Bond Cap Internet Trends 2013 55% · Percentage of total media consumption ti
BondCap analyze_data
“Mobile App Revenue = Still Trumps Mobile Ad Revenue... @ 68% of Mobile Monetization”
2014 Bond Cap Internet Trends 2014 $38 · Mobile Revenue
BondCap analyze_data
“New Genre(s) of Video = ‘Spectator Gaming’* – Players → Players / Active Spectators”
2014 Bond Cap Internet Trends 2014 45MM · MAUs
Accenture decompose_segments
“There are qualified talent pools that multinational companies have yet to discover”
Re-focus your talent lens: Abundance awaits 2023 61% · Share of highly skilled workers feeling
Accenture analyze_data Six Sigma
“Figure 8. Banks' cost-to-income ratios have barely shifted during the Digital Age.”
Banking on AI Banking Top 10 Trends for 2024 2024 50-60% · Cost-to-income ratio
Accenture benchmark_peers
“Other emerging markets lost growth momentum, while Saudi Arabia extended its gains”
March Macro Brief Financial fissures emerge 2023 50 · Manufacturing PMI (Feb '23 vs prev 3-mo
Accenture transition
“So how much does this all cost? The answer: Interoperability won't break the bank.”
Value untangled Accelerating radical growth through interoperability 2022 2-4% · incremental IT and functional budget for
Accenture analyze_data
“...AND THEY ARE CHOOSING BIG DATA ANALYTICS, AR/VR & CLOUD TO DRIVE THESE OUTCOMES”
AUTOMOTIVE –OES 2019
Accenture present_framework Accenture Resilience Index
“Accenture's Resilience Index assesses strength across three performance dimensions”
Reinventing for resilience 2023 7 · Resilience Index sub-dimensions
Accenture analyze_data
“Technology was the top cause of change in 2023, driven primarily by advances in AI”
Pulse of Change Index 2024 #1 · Rank of Technology as cause of change
Accenture transition
“Partner with specialists, experimenting constantly to foster learning and agility.”
Unlocking alpha in deals 2025
AlvarezMarsal analyze_data
“Rising interest rates and improvement in asset quality are positives for KSA banks”
Saudi Arabia Banking Pulse Quarter 3, 2022 2022 14.8% · Return on Equity