case_study
at position 55–60%
200 slides where a page of type case study falls in the 55–60% range of its deck.
Lebanon Economic Vision
“Lebanon should proactively seek to increase almond exports to Vietnam, Pakistan, Bulgaria, Turkey, and Qatar”
Export promotion for almonds should prioritize several high-growth markets, including: Established agricultural export markets: Bulgaria, Turkey, Qatar. New / small agricultural export markets: Pakist
Lebanon Economic Vision
“Case example: Egypt put in place a large range of SPS measures blocking imports of strategic agricultural products”
Principal current issues being encountered by US and European exporters, all contested by exporters as considered to have no scientific basis
Lebanon Economic Vision
Case study 1: Morocco's major Agriculture Transformation program
Substantial agriculture GDP growth (+43% in 2012 vs. 2005) and tripling of smallholder incomes with 700k smallholders reached.
+43% · Agriculture GDP growth
Lebanon Economic Vision
Case study 2: Developing an agricultural transformation strategy in Ethiopia in 2010
7% · cereal yields CAGR
Lebanon Economic Vision
Case study 3: Vietnamese agricultural transformation during 1990s
Poverty, which had been stubborn for decades declines from ~75% in 1984 to 35% by 1998.
35% · Poverty rate
Lebanon Economic Vision
“Case study 4: Kenya transforms fresh fruit and veg sector to exports to Europe”
Export of vegetables more than doubled in volume within 10 years
Lebanon Economic Vision
Case examples of technology revolutions in farming
2025 Bond Cap Artificial Intelligence AI 2025
“AI Monetization – API & Generative Search = Anthropic Annualized Revenue +20x to $2B in Eighteen Months”
We've developed Claude 3.7 Sonnet with a different philosophy from other reasoning models on the market. Just as humans use a single brain for both quick responses and deep reflection, we believe reas
$2B · Annualized Revenue
2025 Bond Cap Artificial Intelligence AI 2025
“AI Monetization – Generative Search = Perplexity Annualized Revenue +7.6x to $120MM in Fourteen Months”
Perplexity is best described as an answer engine. You ask it a question, you get an answer. Except the difference is, all the answers are backed by sources.
$120MM · Annualized Revenue
2025 Bond Cap Artificial Intelligence AI 2025
“AI Monetization – Enterprise Search + Agents = Glean Annualized Revenue +10x to $100MM in Twenty-Four Months”
$100MM · Annual Recurring Revenue (ARR)
2025 Bond Cap Artificial Intelligence AI 2025
“Tech Incumbent AI Rollouts = Spotify – AI DJ (2/23)”
60 · Global Markets with AI DJ Available
2025 Bond Cap Artificial Intelligence AI 2025
“Tech Incumbent AI Rollouts = Meta Platforms – Meta AI (9/23)”
Across our apps, there are now almost a billion monthly actives using Meta AI
1,000 · Monthly Active Users
2019 Bond Cap Internet Trends 2019
“...Open Internet = Online Reviews Can Boost Multi-Sided Accountability”
70% of guests – when they stay on Airbnb – leave a review, which means we’ve built a system that allows the community to review properties on Airbnb & build trust.
2019 Bond Cap Internet Trends 2019
“Reveal / Action / Reaction... Twitter = Communication Tool for Citizens...”
Humanitarian Concerns
$42MM ·
2019 Bond Cap Internet Trends 2019
“...Reveal / Action / Reaction... Twitter = Communication Tool for Consumers + Businesses”
2025 Air Street Capital The State of AI Report 2025
“Race across the world: Wayve's 90-city world tour in 90 days”
The 90-city tour validated the end-to-end driving system's ability to scale globally with minimal local-specific data required, potentially accelerating commercial rollout timelines.
90 · Data Corpus Coverage
2025 Air Street Capital The State of AI Report 2025
BLOOPER REEL
By doing this, OpenAI is breaking its promise and completely ignoring the emotional impact this has on users like me.
74.9 · Accuracy (%), pass @1
2025 Air Street Capital The State of AI Report 2025
BLOOPER REEL
After months of user complaints, Anthropic explain how Claude had three overlapping bugs that took over a month to disentangle and fix.
2025 Air Street Capital The State of AI Report 2025
BLOOPER REEL
Despite this, xAI then announced a ~$200M contract with the US Department of Defense.
Forsyningssektorens Effektiviseringspotentiale
“Bevæggrunde bag dannelsen af HOFOR er allerede indfriet i et vist omfang”
12-17% reduktion af driftsomkostninger (drikke- og spildevand), drevet af skalafordele i fx drifts-overvågning og administration.
12-17% · driftsomkostninger
Forsyningssektorens Effektiviseringspotentiale
“A1 Økonomisk effektivisering primært drevet af skalafordele”
Effektiviseringer på driftsomkostninger er bl.a. drevet af skalafordele i administration og driftsovervågning.
-17% · Cost reduction
Forsyningssektorens Effektiviseringspotentiale
“A2 Holding struktur er kompleks, men muliggør fx bibeholdelse af egenbestemmelse og taksdifferentiering”
Holding struktur er kompleks, men muliggør fx bibeholdelse af egenbestemmelse og taksdifferentiering.
Forsyningssektorens Effektiviseringspotentiale
“A4 Ønske om forsat selvbestemmelse er en af årsagerne til ikke at indgå i samarbejdet”
Ønske om forsat selvbestemmelse er en af årsagerne til ikke at indgå i samarbejdet
Forsyningssektorens Effektiviseringspotentiale
“KLAR Forsyning og Forsyningssamarbejdet er resultatet af tværkommunale konsolideringer på Midtsjælland”
Beregnet konsolideringspotentiale på 4,5-7% af TOTEX - positivt økonomisk potentiale har været en nødvendig, men ikke tilstrækkelig betingelse for konsolidering.
4,5-7% · TOTEX
Forsyningssektorens Effektiviseringspotentiale
“Primære bevæggrunde for konsolidering har været ønsket om bedre selskabsøkonomi og ønske om at foregribe konsolideringskrav”
Selskaber dannet 1. januar 2016 – derfor intet realiseret konsolideringspotentiale endnu
Forsyningssektorens Effektiviseringspotentiale
“B1 Ønske om at foregribe udviklingen er drivende for konsolideringer”
Konsolideringspotentiale er en nødvendig men ikke tilstrækkelig betingelse for samarbejde – det kræver også viljen til det.
Forsyningssektorens Effektiviseringspotentiale
“B2 Beregnet effektivisering primært drevet af øget indkøbsstyrke, sammenlægning af it, administration og optimering af driftsprocesser”
Estimatet på 13 mio. DKK stammer fra rapport for KLAR Forsyning, og er lavere end PWCs estimat på ca. 34,5 mio. DKK.
13 · Efficiency gain (Mio. DKK)
Forsyningssektorens Effektiviseringspotentiale
“Shared service selskab giver mulighed for opretholdelse af selvbestemmelse og mulighed for økonomiske synergier”
Shared service selskab giver mulighed for opretholdelse af selvbestemmelse og økonomiske synergier – bl.a. op til 5% i indkøbssynergier.
5% · indkøbssynergier
Forsyningssektorens Effektiviseringspotentiale
“C2 SamAqua er en platform for samarbejde der hurtigt har udvidet ejerkredsen og opgaveporteføljen mod flere kerneaktiviteter”
SamAqua har udviklet sig i to dimensioner; flere ejere og flere aktiviteter. Indkøb har været den store driver bag væksten i antal ejere. Optionsmæssig opbygning med frivillig tilvalg af ydelser har m
30 · Nettoomsætning
Forsyningssektorens Effektiviseringspotentiale
“C3 Økonomiske synergier på ikke-kerneopgaver er primær baggrund for samarbejdet”
Økonomiske synergier på ikke-kerneopgaver er primær baggrund for samarbejdet.
35% · Cost savings
2024 Air Street Capital The State of AI Report 2024
“...but it’s still a risky business”
Despite this additional runway, existential questions still loom over the company, signalling the high stands companies operating in the space are held to.
$850M ·
2024 Air Street Capital The State of AI Report 2024
“2023 Prediction: A Hollywood-grade production makes use of genAI for visual effects.”
Our prediction never said the output would be good...
2024 Air Street Capital The State of AI Report 2024
“...but this work may be about to get professionalized”
Runway will train a new generative model on Lionsgate’s catalogue of 20,000 titles, while Lionsgate said that it would use Runway’s models to support “capital-efficient content creation opportunities”
20000 ·
American Express Investor Day 2024
“We have expanded the use of partners to transform coverage in key countries...and we are deploying the same strategy across Europe”
95% · LIF Coverage (%)
American Express Investor Day 2024
“We have accelerated coverage in the Transit Industry & continue to launch Tap-to-Pay solutions worldwide”
Hydrogen applications and business models
“Hydrogen trains powered by fuel cells can offer a low-carbon alternative to diesel locomotives”
600-800 · Range
Hydrogen applications and business models
“Hydrogen aircrafts powered by fuel cells could offer a solution to reduce aviation-based emissions”
Small aircraft powered by fuel cells can use stored compressed hydrogen gas to generate electricity via an energy converter (fuel cell) to power an electric motor.
Hydrogen applications and business models
“Co-firing ammonia in coal-power plants could reduce carbon emissions at low cost; special attention needs to be given to NOx emissions”
In small furnaces (less than 10 MWth), reaching 20% of ammonia in the combustion zone does not pose any particular problems, and no slippage of ammonia into exhaust gas was detected.
2,100 · Market size (GW)
Hydrogen applications and business models
“H2 can be converted into natural gas to be injected or directly combusted onsite for power generation”
If coupled with low carbon H2 and CO2 inputs, there is a potential for full decarbonisation of gas.
83% · Energy efficiency
Hydrogen applications and business models
“A 100% H2 network can also be considered for providing energy to end users through fuel cells, co-generation, or other hybrid systems”
By 2030, final energy prices for hydrogen would need to be in the range of $1.50 to $3.00 per kg to compete with natural gas and electricity.
$1.50 to $3.00 · Cost competitiveness
2025 The AI Dossier
“Automated clinical documentation”
Agentic AI systems can automatically generate structured clinical documentation from patient visits, reducing providers' workload, improving record quality, and enabling them to spend more time with p
2025 The AI Dossier
Automated clinical documentation
Automating documentation can reduce clinical staff workload, reducing costs and freeing providers from after-hours paperwork, which can improve their work-life balance.
2025 The AI Dossier
Simulating urban planning scenarios
Using AI in city planning enables decision-makers to model various scenarios and optimize urban designs for better resource utilization, sustainability, and quality of life for residents.
Infrastructure beyond COVID-19
“ANU is forecasting total student numbers to drop, with international student numbers expected to increase again from 2022”
Student visa applications fell by 73% in between June 2019 and 2020
516.3 · Student revenue
Infrastructure beyond COVID-19
“The acceleration of technology trends with COVID-19 has prompted the large universities to revisit how they use their infrastructure”
In the short-term, the TEFMA has estimated target utilisation of university spaces at around 40-60% to meet COVID-19 cleaning requirements
2021 Air Street Capital The State of AI Report 2021
“Reinforcement learning for an effective Covid testing strategy”
Eva identified 1.5x - 4x more positive infections at a given testing fraction than random selection.
1.5x - 4x · Performance Ratio
2021 Air Street Capital The State of AI Report 2021
“Machine Learning in production: active benchmarking”
Dynamic Benchmarking, where datasets are continuously updated by human users, are a solution to make benchmarks more useful.
2021 Air Street Capital The State of AI Report 2021
“Machine Learning in production: beware of bad data”
A systematic review of all papers published in 2020 that reported using ML for diagnosis and prognostication of Covid-19 found that "none of the reviewed literature reaching the threshold of robustnes
2021 Air Street Capital The State of AI Report 2021
“2020 Prediction outcome: NVIDIA does not complete its acquisition of Arm”
NVIDIA has faced mounting resistance from several angles over its planned $40B acquisition of Arm: industry players who compete with NVIDIA, customers of Arm, regulators and governments.
Technology Trends Outlook 2022
“Who has successfully created impact with trust architectures and digital identity?”
2020 Air Street Capital The State of AI Report 2020
“Capital is used to vertically-integrate and deepen technology moats, e.g. in-house LiDAR”
Waymo, Aurora, and GM Cruise have acquired LiDAR companies or built sensors in-house to hit a 300m range and to each own a key technology component of their value chain.
Southeast Asia's Green Economy
“China and India are key success stories in accelerating EV adoption through strong government support and enhanced EV ecosystems”
55%-60% · EV penetration rate
SOUTHEAST ASIA’S GREEN ECONOMY 2024
“Southeast Asia has seen several projects/funds in recent years that offer new approaches to address green investment challenges through catalytic ideas”
$1.4B ·
SOUTHEAST ASIA’S GREEN ECONOMY 2024
“Catalytic capital and guarantee of future revenue via PPA played major roles in de-risking the investment and attracting private investors”
Catalytic capital and guarantee of future revenue via PPA played major roles in de-risking the investment and attracting private investors
$692M · Loan financing
SOUTHEAST ASIA’S GREEN ECONOMY 2024
Case study #2: Pentagreen Capital Philippines solar project
Pentagreen Capital provided mezzanine debt to Citicore Solar Energy Corporation ("CSEC") at its HoldCo level to finance greenfield assets held at its SPV level.
$100 million · Investment amount
SOUTHEAST ASIA’S GREEN ECONOMY 2024
“The risk in early-stage projects is mitigated by track record of catalytic capital investment”
The risk in early-stage projects is mitigated by track record of catalytic capital investment
$127M · Capital raised
SOUTHEAST ASIA’S GREEN ECONOMY 2024
“Case study #4: Bayfront IABS”
Has attracted private capital through issuing Asia infrastructure asset-backed securities (IABS) with Bayfront investing in first-loss tranche and guarantees from the Singapore government
$400M · Capital raised
SOUTHEAST ASIA’S GREEN ECONOMY 2024
Case study #5: Emerging Green One Fund
Success has been driven by the involvement of public and MDBs investment in junior class shares and the technical assistance from IFC.
$1.4B · Fund size
Rail industry cost and revenue sharing (2011)
“L.E.K. tested the revenue share concept at two subsequent stakeholder events. The response was mixed but generally positive”
Transformation Ebook
EXCEPTION-BASED REPORTING IN ACTION
roughly 20% of initiatives drive 80% of the value
120 · miners needed to launch new shift
Transformation Ebook
NEVER SHUT OUT THE NAYSAYERS
The naysayers often have good grounds for their skepticism, though. And when they feel that their points of view are disregarded or disrespected, bad situations quickly become worse.
30% to 40% · workforce reduction
Carbon Capture Utilization and Storage
“There is strong momentum in the United Kingdom to develop H2 clusters and switch fuel from natural gas for domestic and industrial applications”
All the projects are based on pre-combustion carbon capture, transport by pipeline and geological storage.
12.15 GW · H2 capacity
Carbon Capture Utilization and Storage
Hydrogen as an industrial resource
1.2 Mt/y · CO2 savings
Carbon Capture Utilization and Storage
“Hydrogen production to provide a refinery combined with carbon capture used for EOR”
1.0 Mt/y · CO2 savings
Carbon Capture Utilization and Storage
“Hydrogen production capture to provide a refinery combined with cryogenic carbon”
0,1 Mt/y · CO2 footprint
Carbon Capture Utilization and Storage
“Industrial CCS technology is being transposed to marine vessels”
Carbon-capture system for vessels (diesel or LNG based engine) are being developed, promising to reduce ship emissions by 85% to 90%.
€100 · CO2 capture cost
Copernicus Market report
“COPERNICUS BENEFITS FOR OIL AND GAS”
Revenues enabled by Copernicus for the oil and gas upstream industry is estimated as being already as high as EUR 170-417 million, with a steady increase up to a projected EUR 254-520 million by 2020.
520 · EUR million
Copernicus Market report
The detection of newly active oil seeps NPA Satellite Mapping – CGG
GOSD acts as a low cost and non-invasive method for first indication that a mature source rock is present.
COPERNICUS Market report February 2019
The detection of newly active oil seeps NPA Satellite Mapping – CGG
GOSD acts as a low cost and non-invasive method for first indication that a mature source rock is present.
Copernicus Market report
Monitoring infrastructure in the case of natural gas storage
Thanks to the use of satellite InSAR technology, it is possible to monitor slow deformations with very high accuracy (millimetre measurements) over very wide areas.
COPERNICUS Market report February 2019
Monitoring infrastructure in the case of natural gas storage
Thanks to the use of satellite InSAR technology, it is possible to monitor slow deformations with very high accuracy (millimetre measurements) over very wide areas.
Copernicus Market report
“Preventing and managing oil spills ATHENA”
The ATHENA system was developed by the Environmental Hydraulics Institute “IHCantabria”, which is a joint research center that carries out research, knowledge transfer and training of specialists in t
COPERNICUS Market report February 2019
“Preventing and managing oil spills ATHENA”
The ATHENA system was developed by the Environmental Hydraulics Institute “IHCantabria”, which is a joint research center that carries out research, knowledge transfer and training of specialists in t
2023 Air Street Capital The State of AI Report 2023
“ChatGPT drives productivity in (repetitive, boring?) writing”
Specifically, for “mid-level professional writing” the study showed that, compared to a control group, workers using ChatGPT took 40% less time to complete their task, and the output quality was measu
40% · Time taken
2023 Air Street Capital The State of AI Report 2023
“2022 Prediction: A major user generated content site negotiates a commercial settlement with a start-up producing AI models (e.g. OpenAI) for training on their corpus”
This pro-GenAI stance is in stark contrast to Shutterstock's competitor, Getty Images, which is profoundly against GenAI as evidenced by its ongoing lawsuit against Stability AI for copyright infringe
2023 Air Street Capital The State of AI Report 2023
“2022 Prediction: A major user generated content site negotiates a commercial settlement with a start-up producing AI models (e.g. OpenAI) for training on their corpus”
In July 2023, OpenAI and the Associated Press (AP) entered into a licensing agreement for partial access to AP’s news stories dating back to 1985.
Developing sustainable carbon circularity Looking at advance
“Biogasoline is chemically similar to gasoline and thus could play a key role in energy transition with higher maturity”
Biogasoline is a fuel which is chemically similar to fossil-fuel gasoline but produced from a biomass feedstock.
2019 Air Street Capital The State of AI Report 2019
“Reading machines: Augmenting professional analysts”
Primer, a SF-based startup, is using natural language processing and generation to automate tasks typically performed by analysts, such as finding, reading, cross-referencing and summarising.
40,000 ·
Developing sustainable carbon circularity Looking at advance
“Renewable diesel has higher potential vs. biodiesel since it is chemically similar to diesel, but it is not competitive yet”
Renewable diesel has higher potential vs. biodiesel since it is chemically similar to diesel, but it is not competitive yet.
2019 Air Street Capital The State of AI Report 2019
“Healthcare: Pharma companies partner with AI-driven drug development companies”
Atomwise projects that the total potential value of the royalties to Atomwise with success in all projects could exceed US$2.4 billion.
$2.4 billion · Potential royalty value
Developing sustainable carbon circularity Looking at advance
“Biomethane is a promising alternative to decarbonize heat and power supply potentially at a lower cost than natural gas”
Biomethane is a promising alternative to decarbonize heat and power supply potentially at a lower cost than natural gas
5-15 · LCA GHG emissions
2019 Air Street Capital The State of AI Report 2019
“Healthcare: Pharma companies partner with AI-driven drug development companies”
2013 Bond Cap Internet Trends 2013
“Tencent WeChat (400MM+ Users, +4X Y/Y, China) – Mobile Communication + Local Commerce via QR Codes”
In addition to connecting w/ friends via voice / text / pictures, WeChat users can scan QR codes of merchants to stay connected and enroll in rewards programs + receive coupons.
400MM · Registered Users
2022 Air Street Capital The State of AI Report 2022
“Predicting the evolution of real-world covid variants using language models”
The EWS could identify all 16 WHO-designated variants on average more than one and a half months prior to officially receiving the designation.
1.5 months · Time to detection
2022 Air Street Capital The State of AI Report 2022
“The first regulatory approval for an autonomous AI-first medical imaging diagnostic”
As such, the AI could reliably remove 36.4% of normal chest X-rays from a primary health care population data set with a minimal number of false negatives, leading to effectively no compromise on pati
99.8% · Sensitivity
2022 Air Street Capital The State of AI Report 2022
“Universities are a hotbed for AI spinouts: the UK case study”
But this comes at a steep price: Technology Transfer Offices (TTOs) often negotiate spinout deal terms which are unfavourable to founders, e.g. a high equity share in the company or royalties on sales
20.6% · University equity stake
2022 Air Street Capital The State of AI Report 2022
“Spinout.fyi: an open database to help founders and policymakers fix the spinout problem”
A major reason for the current situation is the information asymmetry between founders and TTOs, and the spinout.fyi database aims to give founders a leg up in the process.
19.8% · University equity take rate
2012 Bond Cap Internet Trends 2012
Re-Imagination of Cash Registers...
Simple + Elegant Tablet + Square Reader / Email Receipts / Touch Signing
2012 Bond Cap Internet Trends 2012
“Re-Imagination of Marketplaces...”
Integrated Platform For Listings / Advertising / Payment / Inventory Management
Reshaping NYCHA support functions
“BCG team has worked with NYCHA to make key progress on initiatives during project (I/III)”
Reshaping NYCHA support functions
“BCG team has worked with NYCHA to make key progress on initiatives during project (II/III)”
Instituted expedited RFP process, reducing cycle time by 7 – 15 mos.
40% · cycle time reduction
Solving fashion’s product returns
Real : Digital LOOP
Virtual fitting requires two assets: data that represents the unique body shape of a customer and a representation of how a garment is designed to be constructed and sized.
Solving fashion’s product returns
Case study: Sojo / Case study: Zalando
This has allowed Zalando to reduce size-related returns by 10%.
10% · return rate
Our Impact Plan 2024
Nature and biodiversity
KPMG International has chosen to allocate its internal carbon price (ICP) funds to two collaborative projects with WWF - UK, each of which spans three years — one in Colombia and another in East Afric
Our Impact Plan 2024
People of KPMG
As I continue this journey, my commitment remains unchanged — to work collaboratively toward a future where businesses harmonize with the environment, creating a positive impact on both nature and the
Our Impact Plan 2024
“Powering the blue economy in Papua New Guinea”
The blue economy presents opportunities for new business models that enhance marine biodiversity and climate resilience.
Quantum Technology Monitor
“The UK government has committed significant funding to building a leading quantum-enabled economy by 2033.”
The UK government's National Quantum Strategy has committed an additional $3.1B over 10 years from 2024, which also aims to generate $1.3B in private investment, for the United Kingdom to be a leading
$4.3 billion · total public investment
2022 06 15 Investor Day
“A COMPELLING VALUE PROPOSITION IS THE FOUNDATION OF OUR INCREASING SUCCESS IN BIG TECH”
32% · Client spend growth
Our Impact Plan 2023
ESG reporting tool
Indeed, at KPMG, we do work that matters.
Sustainability Report 1 July 2022 – 30 June 2023
Diversity Week
If only we listened to each other more, we would understand each other much better, and focus less on differences and more on what we have in common.
RAIL FREIGHT IN CENTRAL ASIA AND MIDDLE EAST
“Green sea freight corridor provides potential blueprint for Middle Corridor communication”
Sustainability targets as key motivator for coordinated industry efforts and driver of awareness for initiatives – Rail corridor development lacks prominent "green" positioning.
The overall positive sentiment was also reflected in the sup
“Software companies are aiming at taking over ownership of the OEM interface by acting as system integrators”
Today, IVI software players have capabilities to act as system integrators, managing OEM client interface and simply sourcing hardware from other companies.
PwC’s MSME Survey 2020 Building to Last
Case study: IBBA 36 Global Concept
The Insurgency that ravaged the North-east adversely affected the business.
Accelerating Sustainable and Inclusive Growth
Giving back to communities
To drive our global impact, in 2019, we committed $2 billion in cash and in-kind support for social responsibility efforts by 2030.
$190m+ · Spending in cash, in-kind, and colleague donations
Accelerating Sustainable and Inclusive Growth
INservice Awards
This work has shown me that at its best, McKinsey is an unparalleled global platform to drive social impact, by convening the best thinking from across the public, private, and nonprofit sectors.
Accelerating Sustainable and Inclusive Growth
Addressing global issues
Generation has helped train and place more than 57,000 people from vulnerable populations into jobs across 35 professions in 16 countries since its launch.
57,000 · people placed in jobs
Big shifts small steps Sustainability 2022
“New Zealand: First country to mandate TCFD disclosure”
It is not a particularly surprising result that the number of companies that are reporting their exposure to climate risks in line with the TCFD recommendations has increased significantly from 2015 t
Big shifts, small steps Survey of Sustainability Reporting 2
“The view from: New Zealand: First country to mandate TCFD disclosure”
The reality is that companies have become better informed about the fact that the physical and transition risks of climate change represent a very real financial risk, which impacts the value of asset
rapporto di sostenibilita ey italia eng
Innovation and sustainability
jpmc esg report 2021
“DOUBLING DOWN ON OUR COMMITMENT TO CDFIS AND MDIS”
According to the FDIC, every dollar of equity capital invested in MDIs can increase MDI lending by eight to ten times - meaning our Firm's $100+ million investment could generate access to as much as
$100 million · Equity investment
jpmc esg report 2021
“PHILANTHROPIC AND FLEXIBLE CAPITAL FOR INNOVATIVE HOUSING SOLUTIONS”
In 2021, JPMorgan Chase issued its $1 billion inaugural social bond and allocated an amount equal to the net proceeds of that issuance to finance or refinance the creation, rehabilitation or preservat
$400 million · Capital commitment
jpmc esg report 2021
SPURRING COMMUNITY AND ECONOMIC DEVELOPMENT IN EMERGING MARKETS
In June 2021, the Government of Mongolia issued a $1 billion sovereign bond, where JPM DFI acted as joint bookrunner and development finance structuring agent.
$1 billion · sovereign bond value
Southeast Asia’s Green Economy 2021 Report: Opportunities on
“Jejak.in protects Indonesia’s forests by using a wide array of technologies to measure, report, and verify (MRV) carbon sequestration”
When we started, we realized that corporate forest conservation programs lacked the ability to accurately monitor and measure their carbon sequestration potential. With Jejak.in, corporations now have
10 million · trees registered
Southeast Asia’s Green Economy 2021 Report: Opportunities on
Jejak.in: Leveraging technology to monitor forest conservation and carbon offsets
Access to reliable data was a big challenge for us. By partnering closely with various key stakeholders, we were able to tap into their databases and expertise to build an accurate and reliable AI/ML
An Introduction to Our Group Oct 2025
“Planning for growth with a move to SAP S/4hana”
To do this, Cooper Standard and Capgemini used a highly successful factory model.
An Introduction to Our Group Oct 2025
“Uncovering innovations to help Europe achieve net zero”
These have the potential to create a €79 billion annual market of net-zero goods and services, reduce emissions by 871 MTCO2, and create nearly 13 million jobs by 2030.
€79 billion · Annual market value
An Introduction to Our Group Oct 2025
“Cloud”
The cloud facilitates rapid and flexible growth in Action's number of stores and distribution centers on the one hand, and the development of existing and new applications on the other.
An Introduction to Our Group Oct 2025
Cybersecurity
Capgemini provides cybersecurity consulting services to the Financial Services Compensation Scheme (FSCS), the UK’s compensation fund of last resort for customers of authorized financial services firm
Capgemini Group Presentation 2025
“Uncovering innovations to help Europe achieve net zero”
These have the potential to create a €79 billion annual market of net-zero goods and services, reduce emissions by 871 MTCO2, and create nearly 13 million jobs by 2030.
€79 billion · Annual market value
Capgemini Group Presentation 2025
“Preparing for growth”
The cloud facilitates rapid and flexible growth in Action's number of stores and distribution centers on the one hand, and the development of existing and new applications on the other.
Capgemini Group Presentation 2025
“Driving innovation through digital, cloud, and applications”
Capgemini performs a range of cybersecurity services including IT security assessments and attack simulation testing – additional services include Security Operations Centers and penetration testing.
Capgemini Group Presentation 2025
“Putting real-time consumer insight at the center of decisions”
Today, the PDC capability operates in 37 locations, across 28 languages, so far delivering more than 12,000 insights services to the business.
>30 million euros · Year-on-year savings
2022 esg report
“RESILIENCE THROUGH COMMUNITY ENGAGEMENT”
We support and partner with charitable organizations directly addressing the most pressing needs of local communities in the U.S. and internationally.
$5.88M · Community Investment Value
2022 Environmental, Social, Governance Report
“RESILIENCE THROUGH COMMUNITY ENGAGEMENT”
We support and partner with charitable organizations directly addressing the most pressing needs of local communities in the U.S. and internationally.
$5.88M · Community Investment Value
EY Academic Resource Center – mission
Trina’s Trinkets
In completing this case, students will learn more about the operational and tax policy issues around the state sales tax collection process and use data analytics to provide solutions to an entity’s c
395,000 ·
EY Academic Resource Center – mission
Viz-a-thon
Students must generate their own question, find and ETL data, develop their own visualization and present their findings to the class.
EY Academic Resource Center – mission
Tech Explorer
The case is designed to help students achieve the awareness level competency for emerging developments in data (and better facilitation of ETL) and analytic techniques and tools.
2023 impact report
OUR CORONAVIRUS PANDEMIC RESPONSE
Booz Allen met the situation head-on, investing in the health and financial security of our people, their loved ones, and at-risk communities through a pandemic resilience program funded with more tha
$100 million · Investment
2023 ENVIRONMENTAL, SOCIAL, GOVERNANCE REPORT
OUR CORONAVIRUS PANDEMIC RESPONSE
As our President and CEO Horacio Rozanski stated: "Supporting our people empowers them to fully support our clients in this time of critical need. Our business is our people, and this is just the righ
$100 million · Investment
2023 impact report
COMMUNITY ENGAGEMENT
Educating and Empowering Future STEM Leaders.
2023 ENVIRONMENTAL, SOCIAL, GOVERNANCE REPORT
COMMUNITY ENGAGEMENT
THE FUTURE WORKS FOR EVERYONE
Victorias Creative and Cultural Economy Fact Pack
“Corrections: Arts-based approach has solid foundation”
Engaging people in the arts offers an avenue to reduce crime and to rehabilitate offenders.
50% · recidivism rate
Next Generation Manufacturing Tech Innovation
Example: Warehouse guidance systems using augmented reality
Estimates suggest a ~2% cost reduction in the steady state due to a reduction in human errors, lower training costs, increased productivity, plus an increased speed of freight loading.
~2% · cost reduction
Decoding Chinese Internet 2.0 Next Chapter
“Though they are application-driven, Chinese Internet companies have made many unique innovations by combining of tech with app and business model”
Alipay's innovations as an example (compared with Paypal)
Boardroom Agenda 2022
People
Here are two examples of high-profile attacks which rocked many organisations and exploited vulnerable people:
COVID-19: Briefing Note
“Speed + Discipline – the key to Resilience”
Two words that define their success: Speed & Discipline
2024 Accel AI eating software
“Big Tech consolidating AI talent”
2024 Accel AI eating software
“AI already delivering value to businesses”
CEOs ready to face up to crises
Innovation
The need to respond to specific African issues has elevated innovation to the top of private and public sector priorities.
Our Impact Plan 2022
“Be you, be well, KPMG Australia”
ClubWell — a program that connects our people — was also expanded and now has over 4,000 members.
4,000 ·
International Comparison of Australia’s Freight and Supply C
“Canada and Ukraine were selected as benchmarking comparators after assessing a number of factors including scale, import / export mix, and supply chain similarity”
ey energy and resources transition acceleration
“Energy systems are localized”
How Antwerp has become Europe's clean hydrogen hub
2023 Global Marketing Trends
“High-growth companies rely more on marketing for creative ideas”
Organizations that responded "strongly agree" to relying on the marketing function for their most creative ideas.
42% · Strongly agree on reliance on marketing for creative ideas
Multi-regional transmission model
Contributions to EBPM*
Decarbonization will increase power generation costs by 2 times in 2050, panel says, METI Councils
2023 Global Marketing Trends
03
It is this type of combination of individual creative thought with cross-functional collaboration that can lead to the type of transformative change that drives growth.
The next billion consumers
“China and India have increased their digital investments in these markets by 25% and 15%, respectively, since 2016.”
China and India have increased their digital investments in these markets by 25% and 15%, respectively, since 2016.
25% / 15% · Growth in digital investments since 2016 (China / India)
The disability inclusion imperative
Case in point: Raise Awareness
Chevron's ENABLED (ENhancing ABilities and LEveraging Disabilities) Employee Network supports employees with disabilities and allies by providing resources, awareness and education for disability-rela
3,038 · ENABLED network members
Digital Finance Seeing is Believing
Benefits: Accounts Payable Automation
The implementation has been successful and is able to deliver various benefits to the Lifestyle & Fitness Retailer.
80% · Reduction in time spent
CO2 Emissions Report
“CO2 EMISSIONS ARE INCREASING. CAR MAKERS MUST ACT”
We forecast that its CO2 emissions will fall from 113.9g/km today to 95.6g in 2021, 4g short of its 91.6g/km target. This would lead to fines of €938 million.
95.6g/km · CO2 emissions
ey eurelectric flexibility study 2025 20250306
Potential V2G energy services
The collective opportunity for EVs to align charging with grid needs, or to provide other services to grid operations, is huge. But customers must remain central to load management programme developme
Women in Work Index 2019
“Women in China “hold up half the sky” with notable successes in the large number of female entrepreneurs and billionaires, but challenges remain”
According to government data, more than a quarter of all entrepreneurs in China are women, and in 2017, Chinese businesswomen made up 56 of the world’s 88 self-made female billionaires.
56 · female entrepreneurship rate
Intelligent banking
An American financial services company
Organization's AI outlook: Scaling AI across departments to drive competitive advantage
CO2 Emissions Report
“CO2 EMISSIONS ARE INCREASING. CAR MAKERS MUST ACT”
Our analysis shows that its CO2 emissions will fall from 108.2g/km today to 97.8g/km in 2021, missing its 92.9g/km target and incurring fines of more than €1 billion.
97.8g/km · CO2 emissions
2025 The new rules of Platform Strategy in the age of agenti
“Western Sugar: Lessons from an early mover”
The result: 25% faster processing, lower cost per invoice and a clearer interplay between platform stability, agent intelligence and human judgment.
25% · processing speed
Brazil Digital Report
“In 2019, there were big structural exit opportunities through M&As...”
In 2019, there were big structural exit opportunities through M&As...
Modern Networks
“A financial services company uses cloud-based and automated next-gen network infrastructure to build resilience”
With the use of SD-WAN, the provisioning time of sites could be reduced by 75%, based on a lean, cloud facing, architecture and infrastructure backbone.
1,038 · sites transformed to SD-WAN
Building Sustainable Organizations
Royal Australian Air Force / Royal DSM
In just a few years, they've increased the number of women pilots from 2% to 5%.
2% to 5% · Women pilots share
European Distressed Credit Watch List
G. TRANSPORTATION – FRAIKIN SA
1,392 · Net Debt
European Distressed Credit Watch List
I. DEFENSE – HECKLER & KOCH GMBH
5.8x · Net Debt / EBITDA
US Mail Volumes to 2020
“Some posts are pursuing these structural changes now”
Fast-track to future-ready performance
“Commit to data-driven decision-making—using better, more diverse data”
More than half (52.1%) of the organizations with future-ready operations are already using analytics at scale. Just 2.5% of efficient organizations say the same.
120% · sales conversion performance
Barriers to FinTech innovation in the Netherlands
“Once a joint vision has been developed, this can be translated into a supporting regulatory agenda”
Develop an exhaustive overview of regulatory differences (transparency)
Fast-track to future-ready performance
Three ways to become future-ready
As a result, the company has streamlined operations and boosted performance. It has seen a 33% increase in productivity, a 15% boost to forecasting accuracy and a 30% reduction in inventory.
33% · productivity
2020 Effie UK Report in partnership with Ipsos MORI
Effie Case Study: We are Nurses, We are the NHS
We have laid the foundations of a critical legacy, building for the future, not just the now, transforming the NHS' long-term recruitment strategy and saving the NHS millions with a campaign ROI of £1
14.9:1 · ROI
2020 Effie UK Report • In partnership withIpsos
Effie Case Study: We are Nurses, We are the NHS
We have laid the foundations of a critical legacy, building for the future, not just the now, transforming the NHS' long-term recruitment strategy and saving the NHS millions with a campaign ROI of £1
£14.9:1 · ROI
The art of AI maturity Advancing from practice to performanc
“35% of Achievers in North America have employees with consistently high AI skills competencies, while Innovators (33%) and Experimenters (27%) have fewer such employees, on average.”
35% of Achievers in North America have employees with consistently high AI skills competencies, while Innovators (33%) and Experimenters (27%) have fewer such employees, on average.
35% · Share of companies with consistently high AI skills competencies
Transportation Warehousing Sector
“1a: Increase integration and agility of existing networks for long-term sustainability and financial viability”
In 2019, Berlin introduced a Mobility as a Service (MaaS) app called Jelbi, in partnership with mobility platform Trafi.
5% · user adoption
US Diversity, Equity, and Inclusion Report
Pride Spotlight: Ashley Orage
We’re all in this network to support each other in a way that I really didn’t have before I came to BCG.
1,100+ · Pride members
The art of AI maturity Advancing from practice to performanc
A major insurer used to rely on its employees to manually administer claims
By industrializing its AI tools and teams, the company targeted efficiency gains of 5% in its first year alone, with longer-term cost savings of more than $100 million annually.
$1.5 billion annually · expected bottom-line boost by 2025
Transportation Warehousing Sector
“1b: View long-term transit health as integrated with land use solutions that increase density, affordability, and access to transit”
In October 2019, Minneapolis became the first city in the U.S. to eliminate single-family zoning.
37,900 · affordable housing units
Insurance landscape evolution and emergence of MGA/ MGU mode
“At the same time, several TPAs are trying to enter MGA market by leveraging their healthcare data and network”
Some players started as broker and IT solution provider, and then turn into SaaA + MGA model. Some players started as TPA or HMO, then expand into MGA model.
Hyper-disruption demands constant reinvention
How some surveyed organizations are using technology in risk management now
96% of risk leaders are urgently improving their ability to collect enterprise-wide data, compared with 59% of the less mature group.
96% · risk leaders urgently improving enterprise-wide data collection
Secure your future people experience Five imperatives for ac
“Foster internal mobility”
Fastweb, an Italian telecommunications company, recently launched a rotational development programme that aims to increase internal mobility as part of its talent attraction and retention strategy.
Make the leap, take the lead: Tech strategies for innovation
Second-mover mindset: innovation and collaboration
#1 priority for Leapfroggers during the pandemic was scaling new innovations.
4.2 billion euros · Carrefour food e-commerce sales target by 2022
The productivity push Powering the UK’s performance with fiv
Capability in action
key customer touch point success rates rose from 63% to 96%, and complaints are down by 70%
63% to 96% · customer touch point success rate
Decoding Instant Payments Emerging Markets
Analysis of Instant Payments ecosystem
20230530 A long way down Credit Suisse Rolf Sethe 11th EBI A
20 February 2022 – Suisse Secrets data leak
CS Share Price fell from CHF 7.73 to 7.49
7.49 · Share Price
Ready for take-off Why niche markets are the next big thing
Japan's 'super-aged' society means the country faces the challenge of an aging and shrinking population earlier than many other industrialized economies.
This is equivalent to contributing $1.8 billion each year in wage value by 2030.
$1.8 billion · Annual wage value contributed by robotic elder-care automation by 2030
Decoding Instant Payments Emerging Markets
Decoding Instant Payments: The Emerging Markets' Story
UPI in India utilizes a combination of technology and data infrastructure to facilitate seamless and secure transactions.
20230530 A long way down Credit Suisse Rolf Sethe 11th EBI A
2 March 2022 – Circumvention of sanctions
CS Share Price fell from CHF 6.79 to 6.47
6.47 · Share Price
Digital Revolution Awards
“Anticipating Consumers Generating Future”
Now, we are combining the data of the Nextatlas engine with generative-AI technology to automatically generate trend reports and insights across a wide range of industries and markets.
Good as Gold: Resilience and Continued Attractiveness of the
“The premium K-12 segment has also demonstrated higher resilience than the overall private sector during the pandemic in major markets globally”
Q. Has your child continued to make progress and learn new things?
Blueprint for success
“Stakeholder communications drive project delivery”
A leading gas utility company sought to enhance gas delivery safety and reliability by replacing outdated infrastructure. The task? Replace over 1,000 miles of antiquated cast-iron and steel mains—inc
1,000 · miles of antiquated mains replaced
Accenture Consumer Value Report 2021
“Specialist care was only a 10-minute video call away for Charlotte, a mother of two in rural Victoria”
Average time spent on telehealth services has increased from 1.6 to 2.4 hours a week
1 in 5 · Australians who used telehealth services during the COVID-19 pandemic
Making finance the predictive powerhouse How to create an ag
Where it's working
As part of its effort to build a more agile finance operation, Stanley Black & Decker adopted digital technologies like automation and AI for transactional tasks. This freed up the team for strategic
Goldman Sachs 2024 Aircraft Leasing Conference
Core Competencies - BOC Aviation track record
913 · Total number of aircraft delivered
QDEL JPM 2024 Presentation vfinal 010824 9 am PT
“Savanna is the Right Product at the Right Time”
Why we're bullish on Savanna
$3B · addressable market
Resiliency in the making
“Reinforcing resiliency through a "shift left" strategy in a biopharmaceutical tech transformation.”
The tech transfer cycle time was significantly reduced from 12 months to just seven to eight weeks, enabling the company to bring life-saving products to market faster.
from 12 months to seven to eight weeks · tech transfer cycle time reduction
1100 Aircastle
Second-Generation Search and Rescue Contract (UKSAR2G)
$159,000 · Total Capex
LIVING BUSINESS Achieving Sustainable Growth Through Hyper-R
Living Proof: Achmea Holding N.V.
When you prioritize design to meet evolving customer needs, you reap the benefits of becoming a continuously innovative and relevant organization that stays in step with consumers—and a step ahead of
Digital Maturity Index Survey 2022
Insights on Digital Archetypes – Innovators
Innovators are outperforming on strategic dimension while lagging behind somewhat in other fields.
8% · EBIT UPLIFT
LIVING BUSINESS Achieving Sustainable Growth Through Hyper-R
Living Proof: Telefónica
The transformation has reduced acquisition costs; increased website visits—particularly from new customers; and driven brand growth, generating more than one million digital purchases.
THE IPSOS REPUTATION COUNCIL
“ACQUISITIONS: THE PINNACLE OF STAKEHOLDER COMMUNICATION”
65% percent of Reputation Council members tell us that they are a part of the acquisition leadership team in their business, while the role of corporate communications is less clear for the remaining
65% · Involvement in acquisition leadership team
ipsos reputation council report 2024
Communications activities activated during an acquisition
Communication linked to an acquisition will temporarily displace other communication activities.
65% · Agreement level
Risk in review Managing risk from the front line
“Embracing disruption across all lines of defence”
The company felt the trick was to get people on the ground, or the people with the best line of sight into how a particular risk might materialise, to really own that mitigation approach.
Goldman Sachs 2022 final
“Significantly more agility post merger leading to improved mobile experience”
Recognized by Javelin in Digital Banking Scorecard as leader in security empowerment, leader in financial fitness, leader in money movement
3x · App Ratings
The Value Multiplier: Intelligent Operations Maturity
“Here's how organizations are using the process lever:”
Nissan overhauled seven key customer journeys and changed how it's organized to rapidly adapt and respond to future customer needs.
70% · COVAX vaccination coverage goal
2025 Executive Perspectives Future of Marketing with GenAI
“Future of orchestration—augmentation | Cutting-edge insights and analytics enable allocation and portfolio planning at a beverages company”
10-30pp Working allocation and portfolio improvement across channels; 10-15% Revenue uplift.
10-15% · Revenue uplift
Innovation Unleashed Building a culture that drives sustaine
“Pfizer is doing breakthrough innovation with the "dare-to-try" initiative”
They are passionate, brave, and exhibit behaviors where they constantly drive momentum and never give up.
250+ · High-potential innovation proposals funded within one year
2024 AI Maturity Index 2024
“Nonprofit organizations face a unique opportunity”
In fact, 16% of all nonprofit respondents in our survey met the Pacesetter criteria—which indicates that many in the sector are making promising AI decisions.
16% ·