MSCI Strategy and Business Model

Executive Overview

MSCI is a global provider of investment decision-support tools used by asset managers, asset owners, banks, hedge funds, wealth managers, and exchange-traded fund (ETF) issuers. The company is best known for benchmark indexes such as MSCI World, MSCI Emerging Markets, and MSCI ACWI, but its business extends well beyond indexes into portfolio and risk analytics, environmental, social and governance (ESG) and climate data, real estate intelligence, and private-assets data and analytics. Strategically, MSCI aims to sit inside the full investment workflow: benchmark selection, portfolio construction, risk management, sustainability analysis, performance measurement, and increasingly the connection between public and private markets. MSCI traces its origins to international equity indexes developed in 1969, adopted the MSCI brand through a Morgan Stanley partnership in 1986, and became an independent public company through its 2007 initial public offering and later separation from Morgan Stanley. Headquartered in New York, MSCI serves clients globally across the Americas, Europe, the Middle East, Africa, and Asia-Pacific. MSCI reported approximately $2.53 billion of revenue in FY2023, the latest full-year figure referenced in this profile.

MSCI at a Glance

Logo
Common name	MSCI
Full legal name	MSCI Inc.
Headquarters	New York, New York, United States
Ownership	Publicly traded; broadly held by institutional investors; no controlling shareholder publicly disclosed
Ticker	MSCI
Exchange	NYSE - New York Stock Exchange
Market Cap	$42.32B
Revenue (FY2024)	$2.85B
Founding / major historical milestones	Origins in 1969 with international equity indexes; MSCI brand established through Morgan Stanley licensing in 1986; initial public offering in 2007; full separation from Morgan Stanley completed later; expanded through acquisitions including Barra, RiskMetrics, IPD, Real Capital Analytics, and Burgiss
Industry or industries	Financial indexes, investment data and analytics, portfolio risk management, ESG and climate data, private-assets intelligence, real estate intelligence
Key products or services	Equity and thematic indexes; ETF and benchmark licensing; portfolio construction and risk analytics; ESG ratings and climate data; private capital benchmarks and analytics; real estate and commercial property intelligence; wealth-management tools
Geographic footprint	Global, with clients and offices across the Americas, Europe, the Middle East, Africa, and Asia-Pacific
Business segments as officially reported	MSCI operates as one operating and reportable segment and discloses revenue by product area, including Index, Analytics, ESG and Climate, and All Other
Company website	https://www.msci.com

1. What Is the Strategy of MSCI?

1. 1a. What is the winning aspiration of MSCI?

   MSCI’s public positioning is that it helps investors build better portfolios and make better investment decisions. In practical terms, its winning aspiration is to be part of the core infrastructure of modern investing rather than just another financial-data vendor. Winning for MSCI means being embedded in the benchmark, portfolio construction, risk, sustainability, and performance workflows of large investors worldwide. It also means expanding that role from public markets into adjacent workflows such as climate analysis, wealth management, real estate, and private capital. MSCI has not typically framed this ambition around one simple headline long-term revenue target; instead, management has emphasized durable recurring growth, high client retention, expansion of asset-based fees tied to index-linked products, and disciplined entry into adjacencies where its brand and datasets can travel.

2. 1b. Where does MSCI play?

   MSCI plays in global investment decision support. Its primary fields of play are benchmark indexes, portfolio and risk analytics, ESG and climate data, real estate intelligence, and private-assets analytics. Its customer base is mainly institutional: asset managers, pension plans, sovereign investors, insurers, banks, broker-dealers, hedge funds, ETF issuers, and increasingly wealth platforms and advisors. Geographically, MSCI plays globally, with deep relevance in developed markets but products built to cover both developed and emerging markets. Channel-wise, it plays mostly through enterprise sales and licensing relationships rather than mass-market distribution.

3. 1c. How does MSCI plan to win?

   MSCI does not compete primarily on price. It plans to win through trusted methodologies, global coverage, strong benchmark brands, and deep integration into investment workflows. In indexes, that means creating benchmarks that become standards for mandates, ETFs, derivatives, and asset allocation. In analytics and data, it means providing models and datasets that clients can plug into day-to-day portfolio management. The strategy also depends on cross-selling: an index client can become an analytics client, an ESG client, or a private-assets client. A further element is connectivity across public and private markets, where MSCI aims to offer a more unified view of portfolio exposures. This produces switching costs, because once a benchmark, factor model, risk system, or reporting framework is embedded in client processes, replacing it is difficult.

4. 1d. What capabilities must MSCI have in place?

   To execute this strategy, MSCI needs several capabilities that are hard to replicate at scale: high-quality data acquisition and normalization; transparent and defensible methodologies; daily index calculation and rebalancing capability; portfolio risk and factor-model research; strong software and platform engineering; global client service; and benchmark governance that stands up to regulatory and client scrutiny. In newer areas such as climate and private assets, MSCI also needs the capability to assemble fragmented datasets, link them across asset classes, and deliver them in forms clients can operationalize. Mergers and acquisitions integration is another important capability because MSCI has used acquisitions to build adjacencies.

5. 1e. What management systems does MSCI require?

   MSCI requires management systems that reinforce rigor and repeatability. Those include formal index and benchmark governance, product-development prioritization, information-security controls, resilient technology operations, and disciplined account management for renewals and cross-sell. Because recurring revenue is central to the model, renewal rates, client penetration, product adoption, and asset-based fee growth are likely among the most important operating metrics. Capital allocation discipline also matters: MSCI must decide how much to reinvest in data, technology, and product development versus acquisitions, dividends, debt service, and share repurchases. For a business that sells trust as much as data, governance and control systems are strategic assets, not just compliance functions.

2. What Are the Current Strategic Initiatives of MSCI?

Based on MSCI’s recent public materials through 2024, several strategic initiatives stand out.

• Building a larger private-assets franchise through Burgiss. MSCI’s 2023 acquisition of Burgiss added private capital data, performance analytics, and benchmarks. The strategic intent is broader than a single deal: MSCI is trying to become more relevant to investors that need consistent views across public and private portfolios.
• Connecting workflows across datasets and tools. MSCI has been emphasizing integrated delivery rather than isolated products. That includes linking indexes, analytics, ESG and climate content, and private-assets data so clients can move more easily from benchmark selection to portfolio construction, risk, reporting, and investment oversight.
• Expanding index innovation and asset-based fees. Index remains MSCI’s economic core. Current initiatives include supporting ETF and index-linked product growth, extending factor, thematic, and sustainability benchmark families, and deepening licensing relationships with issuers and asset managers.
• Growing ESG and climate offerings beyond screening. MSCI has been pushing its sustainability franchise toward risk measurement, transition analysis, climate scenario tools, and benchmark design rather than relying only on basic ratings. This matters because institutional clients increasingly need portfolio-level tools, not just issuer-level scores.
• Expanding in wealth and advisor workflows. MSCI has been investing in tools and data that can be used by wealth managers and advisors, a channel that differs from its traditional institutional focus and can broaden distribution of its research, analytics, and model-based content.
• Improving technology and content delivery. Public messaging has highlighted platform modernization, better data integration, and easier delivery through APIs and integrated applications. For MSCI, this is strategic because better delivery increases product stickiness and cross-sell.

3. What Is the Business Model of MSCI?

MSCI’s business model combines subscription-based data and analytics with licensing revenue tied to the use of its intellectual property in investment products.

• What customers actually buy: Clients buy benchmark indexes, index licenses for ETFs and other financial products, portfolio risk models, analytics software, ESG and climate datasets, private capital benchmarks and analytics, real estate intelligence, and related decision-support tools.
• Recurring versus one-time revenue: Most of the model is recurring or repeat-driven. Subscription contracts for analytics and data renew annually or over multi-year terms, while index licensing often produces ongoing fees tied to assets under management in linked products. One-time or less-recurring revenue exists in custom work and certain implementation activities, but it is not the core of the model.
• How pricing power works: MSCI has pricing power when its products are embedded in client workflows or when its indexes become external standards. Benchmark changes are costly for fund issuers and asset allocators, and changing risk or reporting frameworks can be operationally disruptive. That said, pricing is still constrained by procurement discipline, competitor offerings, and clients’ ability to mix MSCI with other data sources.
• Why the business mix matters: Index revenue is usually the most economically attractive because licensing scales well and asset-based fees can grow with market levels and product flows. Analytics and data products are typically steadier and less market-sensitive. ESG, climate, and private-assets offerings can expand wallet share but may require continued product and data investment.
• What drives margins and cash generation: MSCI is a capital-light information business. Margins are driven by content reuse, software-like distribution economics, strong retention, and the ability to spread data, research, and platform costs across a large client base. Operating expenses are led by compensation, technology, data acquisition, and go-to-market costs. Cash generation benefits from recurring billing, limited physical capital needs, and relatively low working-capital intensity.
• Revenue model: The company primarily earns revenue through subscriptions, recurring licenses, and asset-based fees. It is not a freemium or transaction-heavy model. The more MSCI becomes embedded in the investment process, the more durable that model becomes.

4. What Products and/or Services Does MSCI Sell?

MSCI sells a portfolio of investment tools that span benchmarks, analytics, and data.

• Indexes: This is MSCI’s flagship business. It includes global, regional, country, emerging-market, factor, thematic, and sustainability index families used for benchmarking, asset allocation, ETFs, mutual funds, and derivatives. The Index category appears to be MSCI’s largest and most profitable revenue engine.
• Analytics: MSCI provides portfolio construction, risk management, performance attribution, stress testing, and factor-model tools, including products associated with the Barra franchise. These offerings are important because they embed MSCI deeper into day-to-day investor workflows.
• ESG and Climate: MSCI sells issuer-level ESG research, ratings, controversy assessments, climate metrics, transition tools, and benchmark-building capabilities. This category is strategically important because it extends MSCI beyond benchmark construction into sustainability analysis and portfolio reporting.
• Private Assets and Real Assets: Through Burgiss, MSCI has expanded into private capital data, private market benchmarks, cash-flow and performance analytics, and portfolio transparency. Through real estate and commercial property businesses, including legacy IPD and Real Capital Analytics capabilities, it also serves clients with real-assets intelligence.
• Wealth-related solutions: MSCI also offers tools relevant to wealth managers and advisors, helping broaden its reach beyond large institutional accounts.

In broad terms, MSCI’s legacy core is Index and Barra-related analytics. The newer growth vectors are climate, private assets, and integrated multi-product platforms that combine data and tools across asset classes.

5. What Are the Key Competitors or Peers of MSCI?

MSCI faces different competitors by product line. Its competitive set is best understood as a mix of direct benchmark rivals, analytics and data substitutes, and newer private-market data peers.

• S&P Global / S&P Dow Jones Indices: One of MSCI’s closest direct competitors in benchmark indexes, index licensing, and capital-markets brand strength.
• FTSE Russell (London Stock Exchange Group): A major direct competitor in equity and fixed-income indexes, style and factor indexes, and global benchmark licensing.
• Bloomberg: A powerful substitute and direct competitor in data, portfolio analytics, and fixed-income benchmark workflows.
• FactSet: Competes in investment data, analytics, and portfolio-management workflows, especially where clients want integrated desktop and enterprise solutions.
• Morningstar and Sustainalytics: Compete in ESG data, indexes, manager research, and wealth-oriented investment tools.
• Intercontinental Exchange (ICE): A direct competitor in pricing, reference data, fixed-income benchmarks, and related analytics.
• Nasdaq: Competes in index licensing, especially in thematic and technology-oriented benchmark families, and benefits from exchange relationships.
• STOXX and Axioma: Compete in benchmark indexes and portfolio/risk analytics, particularly in institutional and European markets.
• Preqin: A key peer in private-markets data, benchmarks, and transparency, especially after MSCI’s move into private assets through Burgiss.
• PitchBook: A strong substitute in private-company and private-capital data, though its workflow emphasis differs somewhat from MSCI’s institutional benchmarking orientation.

MSCI also competes with in-house benchmarks, proprietary factor models, and client-built reporting tools at large asset managers and banks. Those internal substitutes matter because sophisticated investors do not always need to buy every workflow from a third party.

6. What Is the Marketing Strategy of MSCI?

MSCI’s marketing strategy is primarily business-to-business and credibility-led. Brand trust matters more than mass-market awareness. The company markets through research, methodology transparency, thought leadership, conferences, webinars, and product education aimed at sophisticated financial professionals. In effect, MSCI’s methodologies and benchmark families are part of its marketing: when a benchmark becomes a recognized standard, it advertises the franchise every day.

Account-based marketing appears especially important. MSCI serves large institutions with multiple buyer groups, including chief investment officers, risk teams, ETF product teams, sustainability officers, and wealth-platform leaders. That requires tailored messaging by use case rather than broad-based advertising. Partner and channel marketing also matters where MSCI works with ETF issuers, wealth platforms, and other intermediaries that distribute products built on MSCI content.

Marketing is important, but it is usually a supporting capability rather than the core differentiator. The real differentiators are benchmark acceptance, data quality, methodology, and workflow integration. Marketing’s job is to make those advantages legible to buyers.

7. What Are the Key Customer Segments of MSCI?

MSCI’s customer base is largely institutional and spans several important buyer groups.

• Asset managers: Traditional and alternative managers use MSCI benchmarks, analytics, ESG data, and increasingly private-assets tools.
• Asset owners: Pension funds, sovereign wealth funds, endowments, foundations, and insurers use MSCI for benchmarking, manager oversight, risk analysis, and portfolio reporting.
• ETF issuers and index product sponsors: These clients license MSCI indexes for ETFs and other indexed products, making them economically significant because they can generate ongoing asset-based fees.
• Banks, broker-dealers, and hedge funds: These users buy analytics, risk models, benchmark data, and market intelligence to support trading, structuring, research, and portfolio management.
• Wealth managers and advisors: This is a growth-oriented segment for MSCI, especially where advisors want portfolio analytics, model-based tools, or benchmark content.
• Private-capital and real-assets investors: Through Burgiss and real-assets products, MSCI also serves private-equity, private-credit, infrastructure, and real-estate users.

MSCI is diversified across many institutional customer types, but the economics of its business make global index product sponsors and large investment institutions particularly important. The company is not primarily a consumer business.

8. What Is the Sales Model of MSCI?

MSCI sells mainly through direct enterprise relationships. Its sales model is consultative, multi-product, and relationship-heavy rather than transactional.

For indexes, MSCI typically enters into licensing agreements with ETF issuers, asset managers, banks, exchanges, and other financial-product sponsors. Those relationships can be long-lived because benchmark changes are operationally complex and commercially risky for the client. For analytics, ESG, climate, and private-assets solutions, MSCI generally uses direct sales to institutional accounts, often supported by product specialists and client-service teams.

The company also reaches end users indirectly through partner channels, such as wealth platforms, asset managers offering products linked to MSCI benchmarks, and other ecosystem relationships. Delivery may happen through enterprise platforms, data feeds, application programming interfaces (APIs), files, and integrated applications rather than through a purely standalone desktop terminal model.

This channel structure matters strategically. Direct enterprise sales improve customer intimacy and support cross-sell, but they also require a skilled and specialized sales force. Licensing relationships create high-value recurring economics, while partner channels can broaden distribution without requiring MSCI to build every end-user relationship itself.

9. In What Geographies Does MSCI Operate?

MSCI operates globally. Its clients are spread across the Americas, Europe, the Middle East, Africa, and Asia-Pacific, and its products cover both developed and emerging markets. That global footprint is not incidental; it is central to the brand value of MSCI benchmarks, especially in international and emerging-market investing.

Operationally, MSCI runs from major financial and delivery hubs rather than plants or heavy physical networks. Publicly known office locations include New York and other North American locations, London and other European offices, as well as hubs in cities such as Budapest, Monterrey, Mumbai, Hong Kong, Singapore, Tokyo, and other major investment centers. Those offices support sales, research, engineering, client service, and data operations.

The company appears geographically diversified rather than concentrated in a single domestic market. That diversification is helpful because investment data and index demand come from global capital flows, while local presence helps with client coverage, regulatory understanding, and region-specific data collection.

10. Who Are the Owners of MSCI?

MSCI is a publicly traded company listed on the New York Stock Exchange under the ticker MSCI. It does not have a publicly disclosed controlling shareholder. As reflected in public ownership filings in 2024, the shareholder base has been dominated by large institutional investors, including firms such as The Vanguard Group, BlackRock, and State Street. As with most large public companies, the exact holder mix changes over time.

11. How Is MSCI Organized?

Legally, MSCI is a public holding company. From a reporting standpoint, it has operated as one reportable segment, which is notable because it means management views the company as an integrated platform rather than a loose portfolio of unrelated businesses.

Practically, MSCI is organized around product groups and shared capabilities. Public disclosures commonly distinguish revenue categories such as Index, Analytics, ESG and Climate, and All Other. Around those product areas sit centralized functions for engineering, data operations, research, legal and compliance, finance, and corporate development. Go-to-market responsibilities appear to combine global account coverage with regional execution and product specialization.

This structure fits MSCI’s strategy. Many clients buy across multiple categories, so the company benefits from coordinated product management and cross-sell rather than from strict standalone business-unit silos.

12. How Does MSCI Operate?

On a day-to-day basis, MSCI operates as a data, methodology, analytics, and software company serving institutional investors.

1. Data collection and normalization: MSCI ingests market data, issuer disclosures, corporate actions, sustainability information, real-estate data, and increasingly private-assets data.
2. Methodology and model production: It applies index rules, factor models, risk frameworks, ESG methodologies, and climate models to convert raw inputs into investable benchmarks and decision-support outputs.
3. Calculation and quality control: Indexes must be calculated accurately and on schedule, with robust rebalancing, review, and governance processes. Analytics and data products also require version control, auditability, and quality checks.
4. Product delivery: Outputs are delivered through platforms, data feeds, APIs, reports, and applications embedded in client workflows.
5. Client support and commercial expansion: MSCI then supports renewals, implementation, user adoption, and cross-selling across accounts.

The main operational complexities are data quality, methodology credibility, uptime and resilience, intellectual-property protection, cybersecurity, and the challenge of integrating acquisitions into a coherent client experience. For MSCI, operational reliability is strategic because a benchmark or risk model is only valuable if clients trust it every day.

13. What Are the Growth Opportunities for MSCI?

• Private assets: Burgiss gives MSCI a plausible path to deeper participation in private equity, private credit, infrastructure, and multi-asset owner workflows. This is one of the clearest growth opportunities because institutional portfolios are becoming more private-market intensive.
• Wealth management: If MSCI can adapt its institutional heritage into easier-to-use advisor and platform tools, wealth could become a larger distribution channel for analytics, model-based content, and sustainability reporting.
• Cross-selling across the installed base: MSCI already has deep relationships in institutional investing. A major opportunity is selling more products per client rather than relying only on new-logo wins.
• Index innovation and new product launches: Theme-based, factor-based, climate-aware, and custom benchmarks can create additional licensing opportunities, especially when tied to ETFs and model portfolios.
• Climate and transition analytics: Institutional investors continue to need tools for carbon measurement, scenario analysis, transition risk, and reporting. Even where the politics around ESG fluctuate, the underlying demand for climate risk information remains meaningful.
• Platform integration and workflow depth: The more MSCI can unify datasets and applications, the harder it becomes to displace. That can support both retention and wallet-share expansion.
• Geographic expansion in fast-growing capital markets: Emerging investor bases in Asia-Pacific and the Middle East offer room for broader benchmark adoption and institutional data sales.

The main constraints are also clear: market declines can reduce asset-based fee revenue; ESG-related products can face political or regulatory friction; competitors are strong; and acquisition integration must be managed carefully to avoid fragmented products and overlapping workflows.

14. What Is the History of MSCI?

MSCI traces its roots to 1969, when international equity indexes associated with Capital International began to take shape. In 1986, Morgan Stanley licensed those indexes, giving rise to the MSCI brand that became widely adopted by global investors. For years, the business operated within Morgan Stanley.

A major strategic turning point came in 2004, when the MSCI business combined with Barra, bringing together benchmark indexes and factor-based portfolio analytics. That broadened the company from an index provider into a more comprehensive investment decision-support platform.

MSCI went public in 2007 through an initial public offering and later completed its separation from Morgan Stanley, becoming an independent company. After independence, the company used acquisitions to deepen its capabilities. The 2010 acquisition of RiskMetrics added governance, risk, and ESG-related capabilities. IPD expanded real-estate analytics, and later deals such as Real Capital Analytics and Burgiss pushed MSCI further into real assets and private capital. Over time, MSCI evolved from a benchmark specialist into a broader financial intelligence and workflow company for institutional investors.

15. What Are the Key Suppliers to MSCI?

MSCI is not a manufacturing company, so its supplier base is defined more by data rights and technology inputs than by raw materials. Several supplier categories matter strategically.

• Market-data and reference-data providers: Exchanges, trading venues, public filings, pricing sources, and corporate-action data providers are essential inputs for index calculation and analytics.
• Company-disclosure and sustainability data sources: ESG and climate products rely on issuer disclosures, regulatory filings, public datasets, and third-party information that MSCI then standardizes and scores.
• Private-assets data contributors: In private capital, the inputs can include limited partners, general partners, fund administrators, and other market participants that provide performance and cash-flow data.
• Real-estate data contributors: Commercial property intelligence depends on transaction, valuation, leasing, and market information sourced from a fragmented ecosystem.
• Technology and infrastructure vendors: Cloud, data-storage, cybersecurity, and enterprise-software suppliers matter because MSCI’s products depend on resilient digital delivery.

MSCI does not publicly emphasize a small list of named suppliers in the way an industrial company might name sole-source component vendors. Still, supplier structure matters because data licenses can be expensive, usage rights can shape product design, and differentiated data access can become a competitive advantage.

16. What Are the Key Brands Owned by MSCI?

Branding matters at MSCI because investors use the company’s products as standards, not just as tools.

• MSCI: The master brand is the company’s most valuable commercial asset. It signals benchmark credibility, global coverage, and institutional acceptability.
• MSCI Indexes: Flagship benchmark families such as MSCI World, MSCI Emerging Markets, and MSCI ACWI function almost like brands in their own right because they are widely recognized by investors, product issuers, and the financial media.
• Barra: Barra remains an important brand in factor models, portfolio construction, and risk analytics. It is closely associated with institutional investment processes.
• MSCI ESG Research and MSCI Climate: These labels matter for clients buying sustainability and climate content, especially when they need recognizable methodologies and reporting frameworks.
• Real Capital Analytics: In commercial real estate, Real Capital Analytics is a known franchise for transaction and market intelligence.
• Burgiss: Burgiss is important in private capital data and benchmarks and gives MSCI credibility in a market where dataset trust is especially valuable.

For MSCI, branding is not a consumer-marketing exercise; it is a trust mechanism. Institutional buyers need confidence that a benchmark, rating, or model is widely understood and operationally dependable.

17. What Is the Technology Strategy of MSCI?

Technology is central to MSCI’s competitiveness, but the company’s technology strategy is better understood as workflow infrastructure than as pure software product ambition. MSCI must collect and normalize large datasets, run complex models, calculate indexes with high reliability, and deliver outputs into client systems in usable formats. That makes data architecture, resilience, and interoperability strategically important.

Publicly, MSCI has emphasized integrated delivery across products, easier data consumption through APIs and platforms, and the linking of public and private-assets content. Offerings such as MSCI ONE reflect this direction: the goal is to reduce fragmentation across research, analytics, sustainability, and portfolio workflows. The company also needs strong governance around methodology versioning, audit trails, model validation, and cybersecurity because investment clients depend on these tools for regulated and fiduciary processes.

Technology therefore serves two roles at MSCI. It is an internal enabler that supports scale, quality, and speed. It is also part of the customer offering, because the usability of data and analytics platforms affects retention and cross-sell.

18. What Is the Finance Strategy of MSCI?

MSCI’s finance strategy is shaped by the economics of a capital-light, recurring-revenue information business. The company seeks to maintain strong margins and cash generation while continuing to invest in product development, data capabilities, and selective acquisitions.

At a high level, capital allocation has four recurring uses. First, MSCI reinvests in content, engineering, and product expansion, especially in areas such as private assets, climate, and integrated platforms. Second, it uses mergers and acquisitions selectively to enter adjacent markets or add proprietary datasets and workflows. Third, it returns capital to shareholders through dividends and share repurchases. Fourth, it manages leverage and liquidity so it can fund acquisitions and preserve flexibility.

Because the business has substantial recurring revenue and relatively low physical capital needs, free cash flow is an important strategic resource. That cash generation supports shareholder returns but also underwrites MSCI’s ability to build new products and absorb acquisitions without needing a dramatically different financial model.

19. What Major Acquisitions Has MSCI Made?

Acquisitions have played an important role in MSCI’s evolution from an index specialist into a broader investment-data and analytics company. The pattern is consistent: MSCI tends to buy adjacent capabilities that deepen workflow relevance, add proprietary data, or open a new customer segment.

The strategic pattern is clear: MSCI does not appear to use acquisitions simply to add revenue. It uses them to extend its role in the investment process, especially where clients want connected data across public markets, private markets, sustainability, and portfolio analytics.

20. How Companies Like MSCI Leverage Independent Consultants through Umbrex

Umbrex has built a global community of more than 8,000 independent management consultants based in over 50 countries, including alumni of McKinsey, Bain, BCG, and other top firms. Companies like MSCI use Umbrex when they need highly trained consulting talent without hiring a full traditional consulting team. For a business with MSCI’s mix of strategy, data, product, and operating-model priorities, independent consultants can be especially useful on focused, high-value initiatives.

• Private-assets integration: Support post-acquisition integration planning and operating-model design for businesses such as Burgiss, including commercial alignment, product rationalization, and cross-sell playbooks.
• Cross-sell growth strategy: Analyze how to increase wallet share across Index, Analytics, ESG and Climate, and private-assets clients through account segmentation and bundled offers.
• Pricing and packaging: Redesign enterprise pricing, licensing structures, and bundle strategy for institutional clients, ETF issuers, and wealth platforms.
• Wealth-channel strategy: Assess which advisor segments, platforms, and use cases are most attractive for MSCI’s wealth-related analytics and benchmark content.
• Product portfolio prioritization: Evaluate which climate, sustainability, thematic-index, or private-market products deserve additional investment and which should be simplified or sunset.
• Sales-force effectiveness: Redesign global account coverage, specialist overlays, incentives, and renewal processes for a multi-product institutional sales organization.
• Operating-model and KPI design: Build management dashboards and performance metrics for recurring revenue, renewals, platform adoption, product usage, and asset-based fee sensitivity.
• Technology and platform roadmap support: Help define the operating model and business case for integrated data-delivery platforms, API monetization, and workflow tools such as unified public/private asset views.
• M&A screening and diligence: Support strategic screening, commercial due diligence, and integration planning for future acquisitions in data, climate, wealth, or private assets.
• AI and process automation opportunities: Identify targeted applications for automation in data operations, client onboarding, research workflows, and internal productivity, with governance appropriate for a regulated investment-data environment.