case_study
at position 5–10%
45 slides where a page of type case study falls in the 5–10% range of its deck.
2017 Bond Cap Internet Trends 2017
“Targeted Pins (Pinterest) = Driving Product Discovery + Purchase”
44% · Percentage of respondents
2017 Bond Cap Internet Trends 2017
“Contextual Ads (Facebook) = Driving Direct Purchases”
26% that Click Ads Make Purchase, USA, 3/17
26% · Purchase conversion rate
2017 Bond Cap Internet Trends 2017
“Goal Based Bidding Ads (Snap) = Driving User Action”
Users Spend Average of 196 Seconds Playing Game
196 seconds · Time spent
2017 Bond Cap Internet Trends 2017
“In-App Ads + Dynamic Creative (Vungle) = Driving Higher In-App Install Performance”
0.50% · Conversion Rate
2017 Bond Cap Internet Trends 2017
“Right Ad @ Right Place / Time (Driven by Algorithms)...”
Linked to Relevant Ad = SnapAds (Launched 2014)
2025 Bond Cap Artificial Intelligence AI 2025
...Knowledge Distribution – 1993-2021 = Active + Digital Delivery...
2025 Bond Cap Artificial Intelligence AI 2025
“...Knowledge Distribution – 2022+ = Active + Digital + Generative Delivery”
Generative AI's rapid advancement since 2022 has led to an explosion in AI-created content and widespread adoption across sectors.
2019 Bond Cap Internet Trends 2019
“Happy Customers... Spotify = Free User Conversion to Paid Subscribers...”
Our freemium model accounts for ~60% of our gross added premium subscribers... the ad-supported service is a subsidy program that offsets costs of new subscriber acquisition.
3.0x · LTV:CAC Ratio
2019 Bond Cap Internet Trends 2019
“...Happy Customers... Zoom = Free User Conversion to Paid Subscribers”
The most important thing is to make sure the existing customer [is] happy rather than chasing after new prospects.
3.7x · LTV/CAC Ratio
2024 Air Street Capital The State of AI Report 2024
“o1 showcases both areas of incredible strength and persistent weakness”
The community were quick to put o1 through its paces, finding that it performed significantly better than other LLMs on certain logical problems and puzzles.
1360+ · Chatbot Arena Math Rating
2024 Air Street Capital The State of AI Report 2024
“Are neuro-symbolic systems making a comeback?”
Impressively, It solved 25 out of 30 on a benchmark of Olympiad-level geometry problems, nearing human International Mathematical Olympiad gold medalist performance.
25 · Olympiad-level geometry problems solved
American Express Investor Day 2024
“We build this premium customer base with a differentiated product design and refresh strategy that drives subscription-like Membership Fees...”
2.2x · Account growth
2025 The AI Dossier
Autonomous warranty adjudication
Automated warranty adjudication allows for broader and deeper claim analysis—with less time and effort—improving both efficiency and accuracy.
2025 The AI Dossier
AI assistant for vehicle buying and leasing
AI agents can have a significant influence on consumers' car-buying decisions. As such, their outputs should be positioned as guidance tools, with customers and dealer staff retaining final responsibi
2021 Air Street Capital The State of AI Report 2021
“2020 Prediction: Vision Transformers”
Attention-based neural networks move from NLP to computer vision in achieving state of the art results.
90.45% · ImageNet top-1 accuracy
2021 Air Street Capital The State of AI Report 2021
“What do self-supervised Vision Transformers see in an image that other models don't?”
By inspecting the self-attention module of the last block of SSViTs, the authors show that SSViTs learn "class-specific features leading to unsupervised object segmentations".
78.3% · top-1 accuracy
2021 Air Street Capital The State of AI Report 2021
“More evidence for the general purpose nature of Transformers”
Researchers from UC Berkeley, Facebook AI and Google show that you don't need to fine-tune the core parameters of a language pre-trained Transformer in order to obtain very strong performance on a dif
2021 Air Street Capital The State of AI Report 2021
“2020 Prediction: AlphaFold 2”
The AlphaFold DB plans to deliver a >2,000-fold increase in the number of structures for known protein sequences and a >700-fold increase in total number of structures by the end of 2021.
Technology Trends Outlook 2022
Who has successfully created impact with advanced connectivity?
Leading players across industries have already leveraged advanced connectivity to optimize their operations.
International Comparison of Australia’s Freight and Supply C
“Best practices with respect to transport of waste in other geographies indicate there is opportunity for improvement”
International Comparison of Australia’s Freight and Supply C
“Inherent differences between the South Australia, Californian and Bordeaux wine supply chains impact the nature of the supply chain”
Copernicus Market report
OVERVIEW OF COPERNICUS PROGRAMME BENEFITS
2023 Air Street Capital The State of AI Report 2023
“...unless LLaMas reverse the trend”
The LLaMa-1 models outperform GPT-3 (the original one, not the InstructGPT variants) and are competitive with DeepMind's Chinchilla and Google's PaLM.
51.6 · Zero-shot accuracy
2018 Air Street Capital The State of AI Report 2018
“Transfer Learning: From predicting everyday objects on ImageNet to detecting skin cancer”
In the charts on the right, you'll see that the majority of red points (dermatologist) reside below the blue curve (sensitivity-specificity for the model).
0.96 · AUC
2019 Air Street Capital The State of AI Report 2019
Introduction | Research | Talent | Industry | Politics | China | Predictions | Conclusion
2019 Air Street Capital The State of AI Report 2019
“Reinforcement learning (RL) conquers new territory: Montezuma's Revenge”
Rewarding ‘curiosity’ enables OpenAI to achieve superhuman performance at Montezuma’s Revenge.
2019 Air Street Capital The State of AI Report 2019
“RL conquers new territory: StarCraft II”
The market cost of the compute resource to train AlphaStar has been estimated at $26M.
$26M · Estimated MMR
2019 Air Street Capital The State of AI Report 2019
“RL conquers new territory: Quake III Arena Capture the Flag”
Human-level performance is achieved by having multiple agents independently learn and act to cooperate and compete with one another.
1500 · Agent Elo
2019 Air Street Capital The State of AI Report 2019
“RL conquers new territory: OpenAI Five improves even further”
OpenAI's Dota2 playing bot now has a 99.4% win rate over >7,000 online games with >15,000 live players.
99.4% · win rate
2019 Air Street Capital The State of AI Report 2019
“RL conquers new territory: OpenAI Five improves even further”
Compute was the gatekeeper to the competitive performance of OpenAI Five.
800 · Trueskill
2025 Andrej Karpathy YC School presentation
Example: Sentiment Classification
2022 Air Street Capital The State of AI Report 2022
Introduction | Research | Industry | Politics | Safety | Predictions
2022 Air Street Capital The State of AI Report 2022
“Bonus! Predictions, revisited - better late than never!”
2022 Air Street Capital The State of AI Report 2022
“2021 Prediction: DeepMind's breakthroughs in the physical sciences (1/3)”
DeepMind researchers proposed an iterative workflow involving mathematicians and a supervised ML model (typically a NN).
2022 06 15 Investor Day
“WE ARE WINNING WITH THE MOST ADVANCED TMT(1) FIRMS”
Technology, media and telecommunications clients fuel growth and now account for 18% of global revenues.
+24% · Organic Q1 growth
MorganStanley
“Not All Compounders are in Tech and in DM”
3203% · Total Return
2021 q4 earnings results presentation
“Goldman Sachs Asset Management has operated in the space over 15 years, with the IPO setting the company up for the opportunity ahead”
5 acquisitions since IPO in Q4 expected to have ~9% accretive impact on 2023 earnings
$183bn · AUM
Global Family Business Survey 2018
Case studies
PwC Global Family Business Survey 2018 The values effect
Case studies
Global Powers of Luxury Goods 2017 The new luxury consumer
“Shaping the future of the luxury industry”
To succeed in this context, luxury players should focus their investments on digital connectivity, upwardly mobile consumers and bold business models, which are key components of the personal luxury i
2025 Rise with RISE Upskill Today for a Digital First Tomorr
“50–70% of learners across RISE batches achieved a positive career outcome within 6 months of graduation”
50–70% of learners across RISE batches achieved a positive career outcome within 6 months of graduation
50–70% · career outcome rate
Sustainability Risk Under Solvency II
“OLIVER WYMAN HAS SIGNIFICANT EXPERIENCE IN THE ASSESSMENT OF CLIMATE RISK AT ALL LEVELS OF GRANULARITY FOR A WIDE RANGE OF PURPOSES”
As a thought leader in climate risk management with deep expertise in climate scenario analysis, we are looking to establish a blueprint approach for Pillar II integration of climate risks.
2019 Accel The Rise of Europe
“Prime time for Europe”
From $8m to $200m ARR in 24m
$200m · ARR
SAP Innovation Awards 2022 Entry Pitch Deck
Power & Utilities Insights Center - PUIC
PUIC is EY solution for providing business snapshots and effectively managing front and back-office operations.
80% · Cost reduction
Sustainability Study 2019
“Recent news: Sustainability is no longer an aspiration within fashion; it will continue to become the standard”
150 Brands From luxury to fast-fashion
$327 billion · Combined revenue