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McKinsey & Company helps organizations worldwide with strategic advisory across strategy, operations, technology, and organizational change to pursue sustainable and inclusive growth. It delivers services through client engagements and enhances them with technology partnerships (e.g., Google Cloud) and AI-enabled capabilities like QuantumBlack and AI by McKinsey, along with SAP-backed tools such as Value Finder. Its approach combines expert consulting with analytics and AI-driven insights to solve complex business challenges. The goal is to accelerate sustainable, environmentally responsible, and socially equitable growth for clients.
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White-collar professional services. The Tier 1 displacement. Major shifts in white-collar professional services show significant reductions in graduate hiring and AI-driven displacement, signaling long-term industry changes. Up next. Published on 16 June 2026 The white-collar professional services sector is experiencing a clear displacement pattern, with major firms reducing graduate intake and investment banks testing AI tools that could replace up to two-thirds of entry-level analysts. This signals structural shifts with long-term implications for talent pipelines and industry stability. Major firms in the white-collar professional services sector are reducing graduate hiring and testing AI tools that threaten significant displacement of entry-level roles, confirming a structural shift in these industries. The Big 4 accounting firms - KPMG, Deloitte, EY, and PwC - have collectively cut graduate intake by approximately 29%, 18%, 11%, and 6% respectively in 2023, reflecting automation-driven efficiencies in audit and advisory roles. Investment banks such as Goldman Sachs and Morgan Stanley are piloting AI tools capable of replacing up to two-thirds of entry-level analyst positions, according to industry sources. Meanwhile, a small San Francisco law firm chose not to replace a departing eighth-year associate, instead relying on AI, which resulted in a 27% reduction in staffing costs and increased profits despite fewer billable hours. Despite these signals, some sub-sectors like consulting show counter-trends, with firms like McKinsey planning to increase hiring by 12% in North America in 2026, citing expanding commitments to young talent. The legal sector displays lagging employment displacement signals but reports a rising need for AI expertise, with 44% of legal firms indicating skill gaps in AI capabilities. These patterns collectively support the cohort-bifurcation hypothesis, which predicts a long-term structural shift with a longer pipeline gap of 5-10 years, especially in partnership and senior roles. DISPATCH / MAY 2026 ATLAS · POST-LABOR TRANSITION · WHITE-COLLAR PROFESSIONAL SERVICES · TIER 1 | Atlas Essay 03 White-Collar Professional Services · Phase 1 · Sector 02 Atlas Essay 03 · Dimension 1 Empirical Evidence · Sector Forensic 02 White-collar professional services. The Tier 1 displacement. KPMG -29% · Deloitte -18% · EY -11% · PwC -6% graduate intake reductions · Goldman Sachs + Morgan Stanley AI testing could replace 2/3 entry-level analysts · BLS 0% paralegal growth 2024-2034 · McKinsey +12% contra-signal. The cohort-bifurcation hypothesis confirmed with sub-sector heterogeneity that strengthens the framework. This is Atlas Essay 03 - the second Dimension 1 sector forensic, and the first test of Essay 02's cohort-bifurcation hypothesis. White-collar professional services is the Tier 1 displacement empirically confirmed - but with two structural distinctions from software engineering. The empirical evidence is fragmented across four sub-sectors: Big 4 accounting (cleanest 6-29% graduate intake reductions) Investment banking (compression not extinction · Goldman + Morgan Stanley AI testing) Consulting (fragmented · McKinsey +12% contra-signal) Legal (lagging aggregate signals · emerging firm-level restructuring). The pipeline problem horizon is structurally longer: 5-10 year partner-track / equity-track gap 2030-2035+ vs software engineering's 2-5 year 2027-2029 mid-level gap. The attribution-rigor framework extends from three factors to four - pyramid-model pressure is the professional-services-specific factor. Thorsten Meyer / ThorstenMeyerAI.com / May 2026 · Atlas Essay 03 · White-Collar Professional Services Express rip free CD ripper software - extract audio in Perfect digital quality [PC download]. Perfect quality CD digital audio extraction (ripping) As an affiliate, Ebusexpert earn on qualifying purchases. Implications of displacement for industry talent pipelines. This trend indicates a fundamental transformation in the talent pipeline of white-collar professional services. The reduction in graduate intake and increasing reliance on AI threaten to elongate the pathway to senior roles, potentially destabilizing career progression and firm stability over the next decade. The long-term structural shifts could reshape industry dynamics, impact employment levels, and influence how firms approach automation and talent development. Long-Term industry shifts and AI adoption in Professional Services. Recent industry data reveal a pattern of reduced graduate hiring across the Big 4 accounting firms, driven by automation tools that handle routine tasks. Investment banks are testing AI to replace a significant portion of entry-level analysts, while legal firms are experimenting with AI substitution, despite lagging employment signals. McKinsey's planned increase in hiring contrasts with broader industry reductions, highlighting sector heterogeneity. The cohort-bifurcation hypothesis, initially observed in software engineering, finds empirical support here, with evidence of a fragmented displacement pattern across sub-sectors and a longer pipeline gap for senior roles, extending over 5-10 years. "The empirical evidence confirms the cohort-bifurcation pattern in white-collar professional services, but with more sectoral fragmentation and a longer pipeline horizon than software engineering." - Thorsten Meyer Unclear long-term impact on senior roles and firm stability. While current data confirms displacement trends and AI adoption, the long-term effects on partnership structures, senior roles, and overall industry stability remain uncertain. The full impact of automation on career pathways and firm economics over the next 5-10 years is still developing and subject to further industry adaptation. Monitoring industry hiring and AI integration trends. Expect ongoing industry testing of AI tools, continued reductions in graduate hiring, and potential shifts in partnership and senior role pipelines. Further empirical research and sector-specific data will clarify how displacement patterns evolve and influence industry stability over the coming years. Key questions. What sectors within white-collar services are most affected? The Big 4 accounting firms, investment banking, and legal services are most impacted, with notable reductions in graduate intake and AI-driven displacement signals. Are these displacement trends likely to continue? Yes, current industry testing and hiring reductions suggest these trends will persist, especially as AI tools become more capable and cost-effective. What does this mean for future job opportunities? While entry-level roles are being displaced, new opportunities may emerge in AI-related skills, automation oversight, and higher-level strategic roles, but the overall talent pipeline may be elongated or reshaped. How long will the pipeline disruption last? Based on current models, the pipeline gap for senior roles could extend 5-10 years, with long-term industry restructuring expected over this horizon. Will firms revert to traditional hiring practices? It is uncertain; some firms may revert or adapt, but the prevailing trend toward automation and efficiency suggests a lasting shift in hiring and operational models.
QI Group strengthens sustainability leadership at Ecosperity Week 2026. 25/05/2026 - In News As global sustainability leaders, policymakers and business executives gathered in Singapore for Ecosperity Week 2026, discussions focussed on how organisations can translate sustainability ambition into practical action while building resilience and long-term value in an increasingly complex world. Representing QI Group at these discussions was Sarah Noble, Head of Group Corporate Sustainability, reflecting the Group's continued commitment to engaging in international sustainability dialogue and staying informed on emerging sustainability and business trends. Organised by Temasek, Ecosperity Week is one of Asia's leading sustainability platforms, bringing together leaders from business, government and civil society to address climate action, sustainable development and economic transformation. During the week, QI Group participated in sustainability discussions hosted by the World Economic Forum and industry partners on topics including resilient mineral supply chains, artificial intelligence, ESG strategy and business resilience. Engagement with platforms such as the World Economic Forum's Chief Sustainability Officers (CSO) Community supports the Group's ongoing sustainability journey under its People, Planet and Principles framework and broader ESG roadmap. Investing in Mineral Supply Chains: From Opportunity to Execution On 19 May 2026, the World Economic Forum and McKinsey & Company co-hosted an invitation-only roundtable titled Investing in Mineral Supply Chains: From Opportunity to Execution at One Raffles Quay, Singapore, as part of Ecosperity Week 2026. The session explored the growing importance of resilient and diversified mineral supply chains in supporting the global energy transition, particularly as demand increases for materials essential to renewable energy systems, electric mobility and advanced technologies. For QI Group, the discussion reinforced the importance of balancing economic growth, resilience and responsible environmental and social considerations, reflecting many of the complex sustainability challenges facing businesses today. It also provided valuable insights into how global sustainability trends may influence the broader operating environment and long-term business decision-making. Powering Asia's AI Growth Sustainably On 20 May 2026, the World Economic Forum hosted its Chief Sustainability Officers (CSO) Community Meeting, Powering Asia's AI Growth Sustainably, at PwC Singapore's offices in Marina One. The meeting brought together sustainability leaders and practitioners to exchange perspectives on how organisations can respond to the opportunities and challenges created by rapid AI adoption. The session explored how artificial intelligence is reshaping industries and how organisations can harness emerging technologies while balancing sustainability priorities, operational efficiency and responsible growth. Discussions focussed on AI's potential to support areas such as energy optimisation, supply chain management, emissions reduction and broader business transformation. From QI Group's perspective, the exchanges reinforced the importance of ensuring that sustainability and technology transitions remain practical, inclusive and adaptable across emerging and developing markets as organisations increasingly integrate sustainability into business strategy and innovation. Looking Ahead Ecosperity Week 2026 underscored the growing importance of addressing environmental, technological and economic challenges through informed dialogue and cross-sector engagement. From AI-enabled transformation to resilient mineral supply chains, the discussions highlighted how businesses must balance innovation, resilience and responsible growth in a rapidly changing world. For QI Group, participation in these engagements reflects the Group's continued commitment to strengthening its sustainability journey and deepening its understanding of emerging trends shaping a more sustainable future.
PE giants arm Claude to take on McKinsey. Hello and welcome to Alts Cafe. A curated pour of the week's most important alt investing stories, customized and brewed to your liking. Table of Contents Highlights. * Startups & VC: 28 new unicorns arrive in April, 26 of them AI. AI startups raised $255 billion in Q1 alone, topping all of 2025. * Real Estate: Dubai hotel occupancy is projected to fall to 10% in Q2 from 80% pre-war, as Brookfield and Alshaya launch a 480,000 square foot Dubai project, betting against Iran war risk-off * Private Equity & Private Credit: Anthropic forms a $1.5 billion joint venture with Blackstone, Goldman, Apollo, Sequoia, and GIC to go after McKinsey * Crypto: BlackRock readies two tokenized money-market funds on Ethereum * International Investing: South Korea overtakes Canada as the world's seventh-largest equity market * Music & Film: Cannes opens with only 9% of competition films from the US * Artwork: NYC Spring Art Week opens with Sotheby's "The Now", Frieze, and TEFAF testing market depth * Sports: Amazon's $19.8 billion NBA deal kicks off the biggest content investment in company history * Collectibles, Culture and Luxury: An 1879 Coiled Hair Stella gold coin sells for $2.1 million, one of fourteen known * Prediction Markets: a16z notes crypto VC capital is rotating into prediction markets as the next vertical International Investing. Around the world... * 🇰🇷 South Korea overtakes Canada as the world's seventh-largest equity market on the AI memory boom * 🇨🇳 Trump heads to Beijing with AI chip exports on the table, Jensen Huang notably left off the trip * 🇳🇬 OPay targets a US listing at a $4 billion valuation * 🇲🇽 Mexico's MIP Real Assets eyes over $12 billion for renewable energy and highways Startups & VC. * 28 new unicorns arrive in April, 26 of them AI. AI startups raised $255 billion in Q1 alone, topping all of 2025. * Robinhood's public venture fund attracts 150,000 retail investors after disclosing OpenAI exposure * Cerebras lifts its IPO range to a $48.8 billion valuation, 20x oversubscribed * DeepSeek raises over $3 billion at up to a $50 billion valuation led by China's Big Fund * Ramp talks to raise $750 million at a $40 billion valuation, double its level six months ago * HawkEye 360 IPO pops 30% on day one as a bellwether for SpaceX * Suno raises another $250 million at a $5 billion valuation * Brazil's Enter becomes Latin America's first AI unicorn at $1.2 billion * Span partners with Nvidia to host $500,000 of GPUs in family homes, subsidizing utility bills * VC firms are hiring AI agent associates with backstories to replace junior analysts * Brain-computer interface startups have absorbed $3 billion since 2024 with Neuralink at just 21 trial patients Sports. * Amazon's $19.8 billion NBA deal kicks off the biggest content investment in company history * Bruin Capital takes a 15% stake in Matchroom at over £1 billion Prediction Markets. Music & Film. * Cannes opens with only 9% of competition films from the US * Red Hot Chili Peppers sell their recorded catalog to Warner for $300 million, anchoring Warner-Bain's $1.2 billion iconic catalogs fund * Universal sells half of its Spotify stake for $1.4 billion, sharing proceeds with artists * SAG-AFTRA's tentative AMPTP deal sets the first contractual rules for AI synthetic performers * Five studios and Apple are bidding on EA's Battlefield film rights in the year's biggest IP war * Sphere Entertainment posts Q1 revenue up 38% on Wizard of Oz and residencies * The US Copyright Office hikes registration fees 43%, pricing out indie artists * Udio admits scraping YouTube audio to train its AI music model New film lending platform. Alts recently launched a platform for investing in film bridge loans:film.alts.co Want to invest in film bridge loans? These are serious institutional-grade opportunities. Demand is high, and you need to qualify before investing. 1) Step 1: Take its course and pass the quiz. 2) Step 2: Fill out a short Qualification Form. 3) Step 3: Alts'll confirm your accreditation status and send you an NDA to sign. Crypto. Collectibles, Culture and Luxury. * An 1879 Coiled Hair Stella gold coin sells for $2.1 million, one of fourteen known * Quincy Jones's Patek Philippe heads to Christie's Geneva at $1.8 million high estimate * Italy's Credem Bank keeps a "cheese cathedral" of Parmesan wheels as loan collateral, an unbroken record since 1953 * The US Mint debuts a Steve Jobs $1 coin in its American Innovation series Private Equity & Private Credit. * Anthropic forms a $1.5 billion joint venture with Blackstone, Goldman, Apollo, Sequoia, and GIC to embed engineers in PE portcos * Apollo's Torsten Slok says credit defaults are falling and no full credit cycle is in sight * BlackRock, Blue Owl, and Blackstone all cut software exposure in private credit funds as AI bites * The VC secondary market hits an annualized $112 billion, yet 81% of value sits in just 20 names * Carlyle structures an $8.5 billion credit package to seed its next flagship buyout fund and pay old LPs * ILPA brands continuation vehicles "conflict vehicles" as LP pushback intensifies * iCapital now controls roughly 80% of the RIA alts marketplace Anthropic's $1.5B joint venture with Blackstone, Goldman, Apollo, Sequoia and GIC. This is the week's most underrated story. The largest alternative asset managers on earth are no longer just buying AI exposure, they're building a captive consulting arm to deploy Claude engineers inside their portfolio companies. It quietly turns AI into a PE operating-value lever and signals that the next phase of value creation in private markets will be AI-driven workflow redesign, not financial engineering. Real Estate. * Dubai hotel occupancy is projected to fall to 10% in Q2 from 80% pre-war, as Brookfield and Alshaya launch a 480,000 square foot Dubai project, betting against Iran war risk-off * The Duke of Westminster offloads £700 million of US real estate, pivoting to indirect exposure * Detroit's Ford Building, once the city's tallest, opens at $2.5 million, down from $16 million in 2017 * Industrial leasing surges 28% year over year on AI driven data-center demand * Blackstone files a $1.75 billion data-center REIT IPO, with Brookfield's CSquare and DayOne also eyeing listings * Providence bans self-storage, grouping it with prisons and slaughterhouses The Franco policy still shaping Spanish real estate. You may have seen Alts has a new SPV investing in Valencia, Spain. Its co-founder Wyatt lives down the road in Jávea and had a great issue breaking down why Spanish property is so weird - and why that's actually the investment thesis. Spain's real estate market traces back not to market forces but to a war that ended 87 years ago. Franco's regime built Spain around homeownership as ideology - subsidizing developers who sold rather than rented, writing mortgages for working-class buyers, and ultimately producing a country where 74% of people own their home and public housing accounts for less than 2% of total stock. That policy created four persistent anomalies: an abnormally high homeownership rate, coastal premiums concentrated along the regions that resisted Franco hardest (Catalonia, Valencia, the Balearics), Benidorm's famous forest of high-rises (the result of a mayor who rode a Vespa to Madrid to get Franco's permission for bikinis), and one of Europe's worst squatter problems - a direct consequence of never building a functional rental sector in the first place. Build-to-Rent is gaining traction in Spain precisely because the rental infrastructure that should exist never was. Less than 2% public housing, minimal institutional landlords, and surging demand have created a structural gap widening since 2008. That's the macro tailwind behind its BTR project in La Malva-rosa - and it's not going away anytime soon. Artwork. * NYC Spring Art Week opens with Sotheby's "The Now", Frieze, and TEFAF testing market depth * The S.I. Newhouse collection heads to Christie's at a $1 billion estimate, potentially the largest single-owner sale ever * Akira Ikezoe lands in both the Whitney Biennial and MoMA PS1, only the second artist to do so * The Venice Biennale jury resigns en masse as the EU pulls €2 million in funding Farmland. * Fresh tomato prices jump 40% year over year on Florida freezes and Mexico tariffs * Whey protein concentrate prices are up over 50% since January as the protein boom hits supply walls See you next time, Stefan Disclosures. * This issue was sponsored by Bonum Consilium. * This issue contains no affiliate links. Stefan von imhof. As the CEO of Alts, Stefan lives and breathes alternative asset analysis and valuations. His alternative investing newsletter has grown into Alts.co - the world's largest alt investing community, with over 200,000 investors. His favorite alternative investments are holiday rentals, cash-flowing websites, and especially his collection of 300 vinyl records. Originally from Boston and Santa Barbara, CA, he now lives with his wife in Australia.
Sage strengthens leadership bench with double executive hire. HR and finance software specialist Sage has announced a double leadership appointment, with Krish Vitaldevara joining the business as chief product officer (CPO) and Anand Swaminathan as chief strategy officer (CSO). As CPO, Vitaldevara will oversee the company's global product and platform strategy, innovation roadmap, and delivery as it continues to develop and grow its range of intelligent AI solutions. Meanwhile, Swaminathan will work closely with the rest of the executive leadership team to direct corporate strategy, growth priorities, as well as Sage's long-term value creation agenda. Vitaldevara will join the executive team on May 18, while Swaminathan will begin on June 15, with both based at the firm's office in San Jose, California. Latest Videos From "Krish and Anand are proven leaders with deep experience building and scaling world-class products and businesses," said Sage CEO Steve Hare in an announcement. "Their appointments reflect our continued investment in innovation and growth, and I'm excited about the impact they'll have for our customers, colleagues and partners" A seasoned industry leader, Vitaldevara brings more than 25 years' experience building and scaling AI-first platforms and products for large enterprises and holds more than 30 patents across distributed systems, trust and safety, as well as anomaly detection. He joins the business from Salesforce, where he served as general manager and executive vice president following the company's successful acquisition of Informatica, where he led the integration of products, people, and processes. He has also previously held general manager and senior leadership roles at NetApp, Google, and Microsoft. Commenting on his new role, Vitaldevara said he joins Sage at an important moment for the business as it looks to further strengthen its market position. "Sage has a unique purpose, a strong customer focus and culture, and a compelling opportunity to lead in intelligent, trusted solutions for small and medium-sized businesses," he explained. "I'm looking forward to working with the team to continue evolving the product portfolio and delivering meaningful impact for customers." Swaminathan joins Sage from McKinsey, where he served as a senior partner, advising management teams and boards across industries on AI transformation, technology-enabled growth, and enterprise transformation. Prior to that, he held senior roles within Accenture Digital, where he helped scale the company's global operations and supported growth across strategy, data, AI, cloud, and digital product development. "Sage has a clear strategy and a powerful position in the market," said Swaminathan. "I'm thrilled to join the business and to help shape the next phase of growth, building on Sage's strengths and ensuring we continue to create long-term value for customers, colleagues and shareholders." Follow ITPro on Google News and add The Living Vision as a preferred source to keep tabs on all its latest news, analysis, views, and reviews. You can also follow ITPro on LinkedIn, X, Facebook, and BlueSky.
Penn State plans universitywide operational review, as academic review leads to ending some majors. Published April 21, 2026 at 12:23 PM EDT Penn State has hired the consulting firm McKinsey & Company as part of a sweeping review of operational and academic functions that the university says will allow it to capitalize on areas for growth and identify places for improvement. The announcement comes just as the university made recommendations for ending some undergraduate majors following a lengthy review of its academic degree programs. In an announcement about the internal review, the university says the assessment is "designed to identify opportunity areas that will drive the University's strategic choices over the next 12 to 36 months, including high-impact areas for growth and investment, and ways to position Penn State more distinctly among leading public universities." The analysis by McKinsey & Company Education Practice is expected to take about three months, according to a university spokesman. The university declined to say how much they're paying McKinsey. A spokesman said in an email: "Information will be reflected in the university's standard financial reporting at the appropriate time." According to the announcement, the review will include academic areas such as "online learning, enrollment and admissions, student retention and completion, faculty, tuition pricing, research, and career success." It will look at business areas including advancement, facilities, marketing, real estate and financial management. The university expects online learning through its World Campus to be one of the areas for growth. "This assessment is going to help us identify where Penn State can invest more boldly, differentiate more clearly, and deliver even greater value to our students and to the commonwealth," Penn State President Neeli Bendapudi said in the announcement. "Higher education is changing rapidly, and that change creates real opportunity for institutions that are willing to be clear-eyed about their strengths and deliberate about their choices. We are one of those institutions, and this is our moment to showcase Penn State's extraordinary ability to innovate." Penn State is already doing a universitywide review of its undergraduate degree programs that it says will help it better serve students. Preliminary recommendations from the Academic Program and Portfolio Review are to close 49 of the university's 403 programs, with reasons including low student demand and changes in job opportunities. About half of the programs would be offered through another college, according to the announcement. The university spokesman said in an email that the administration is collecting community feedback through mid-May. That will be followed by meetings with colleges and campuses before final decisions are made in the fall. The initiatives are among the significant changes being made by the university, including closing seven campuses and transferring WPSU to WHYY. Penn State leaders have pointed to fewer college-aged students nationwide, flat state funding and rising costs as reasons for needing to be more focused on students' needs and university priorities.