Exponent Strategy and Business Model

Executive Overview

Exponent is a specialized engineering and scientific consulting firm that helps companies, insurers, law firms, and government bodies understand technically complex problems, manage risk, and support high-stakes decisions. Founded in 1967 and headquartered in Menlo Park, California, Exponent sits at the intersection of expert consulting, failure analysis, testing, regulatory science, and litigation support. Its work spans the full problem cycle: investigating fires, crashes, product failures, environmental exposures, and other incidents after something goes wrong, but also advising earlier on design, safety, reliability, quality, compliance, and product launch decisions. That mix is strategically important. Reactive matters can be urgent and high value, while proactive work can deepen client relationships and reduce dependence on any one litigation or claims cycle. Exponent operates primarily in the United States, with additional offices and client work in Europe and Asia, and it reports two segments: Engineering and Other Scientific, and Environmental and Health. In FY2024, Exponent reported revenue of #N/A. The company’s core strategic asset is not heavy infrastructure; it is a dense bench of credentialed scientists, physicians, and engineers whose independence and multidisciplinary collaboration support premium billing rates in high-consequence situations.

Exponent at a Glance

Logo
Common name Exponent
Full legal name Exponent, Inc.
Headquarters Menlo Park, California, United States
Ownership Public company; widely held institutional ownership
Ticker EXPO
Exchange NASDAQ
Market Cap $2.78B
Revenue (FY2024) #N/A
Founding / major historical milestones Founded in 1967 as Failure Analysis Associates; became a public company in 1990; renamed Exponent in 1998 to reflect a broader scientific and engineering scope.
Industry or industries Engineering and scientific consulting; technical and forensic investigation; environmental and health sciences; product development and risk management
Key products or services Failure analysis, testing, expert witness and litigation support, product safety and reliability consulting, regulatory and health sciences, accident and incident investigation, data and engineering analysis
Geographic footprint Primarily United States, with additional offices and client work in Europe and Asia
Business segments as officially reported Engineering and Other Scientific; Environmental and Health
Company website https://www.exponent.com

1. What Is the Strategy of Exponent?

Exponent’s public materials do not read like a consumer-technology strategy deck with a few branded pillars. The strategic logic is clearer when read through its Form 10-K, earnings commentary, and operating model. Exponent is building a premium, expert-driven consulting firm focused on technical problems where the consequences of being wrong are expensive.

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

    Exponent’s winning aspiration is to be the trusted independent authority on difficult engineering, scientific, environmental, and health questions. In practice, that means being the firm that clients call when a failure, accident, allegation, or regulatory issue requires defensible analysis rather than generic advice. Winning for Exponent is not simply growing headcount; it is sustaining a reputation that supports premium pricing, repeat engagement on high-stakes matters, and attractive long-term profitability. As of FY2024, the company continued to emphasize quality of talent, technical breadth, and disciplined growth rather than a single public multi-year revenue target.

  2. 1b. Where does Exponent play?

    Exponent plays in markets defined by complexity and consequence. It serves corporations, insurers, law firms, and public-sector bodies that need answers on product failures, safety incidents, environmental and health issues, construction disputes, vehicle and transportation events, chemical and toxicology questions, medical-device and life-science topics, and other technically intensive matters. It participates both after events occur, in reactive investigations and disputes, and before events occur, in proactive product development, risk management, testing, and regulatory support. Geographically, it is centered in the United States, where litigation, insurance, product liability, and regulatory complexity are deep profit pools, while also serving multinational matters through a selective international footprint.

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

    Exponent’s plan to win is differentiation, not cost leadership. The firm competes on scientific rigor, credibility, speed, and breadth of expertise. Clients are often paying for a technically defensible answer that can withstand scrutiny from opposing experts, regulators, insurers, boards, or courts. Exponent’s multidisciplinary model matters because many real-world problems cut across materials science, human factors, toxicology, data analysis, medicine, and engineering. The company’s value proposition is that it can quickly assemble the right combination of experts, do the testing or modeling, and communicate the findings in a form decision-makers can use. That supports premium billing rates compared with more commoditized engineering services.

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

    To execute this strategy, Exponent must maintain five core capabilities. First, it must recruit and retain highly credentialed scientists, physicians, and engineers, often in narrow specialties. Second, it needs physical and digital analytical capabilities, including laboratories, testing tools, simulation, data analytics, and forensic methods. Third, it needs strong cross-practice collaboration so that one engagement can draw from multiple disciplines. Fourth, it needs a reputation system: publication, testimony quality, professional credibility, and conflict management all matter. Fifth, it needs client-facing experts who can both solve technical problems and originate work.

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

    Exponent’s strategy depends on management systems that are typical of high-end professional services but adapted to technical consulting. Key systems include recruiting and promotion processes for expert talent, utilization and staffing management, pricing and billing-rate discipline, conflict checks, quality review of analyses and reports, and incentives that reward both technical excellence and business development. Because the firm’s economics are sensitive to consultant utilization and average billing rates, management also needs close control over hiring pace, compensation inflation, and overhead absorption. Capital allocation is part of the system as well: Exponent has historically paired organic investment in talent and capabilities with shareholder returns through dividends and repurchases.

2. What Are the Current Strategic Initiatives of Exponent?

As of FY2024 and recent company communications, Exponent’s agenda appears organic rather than transformational. It is not publicly framed around a single restructuring or portfolio pivot. Instead, the main initiatives are a set of linked operating priorities.

  • Selective hiring in high-demand technical areas. Exponent continues to invest in expert talent where demand is strongest or where emerging technologies create new failure modes and regulatory questions. For Exponent, this is the most important strategic initiative because capacity in a specialized consulting firm is largely created by recruiting and developing experts.

  • Expanding proactive work earlier in the client lifecycle. Public disclosures consistently show that Exponent serves both reactive and proactive engagements. The proactive side includes design review, product safety, reliability, human factors, regulatory strategy, health-risk assessment, and related work before a recall, lawsuit, or incident occurs. This broadens the client relationship and can smooth volatility from episodic disputes.

  • Focusing on sectors facing rising technical and regulatory complexity. Exponent’s service set is well matched to industries where technology change and regulation are both increasing, including transportation, utilities and infrastructure, consumer products and electronics, chemicals, healthcare and medical devices, and energy-related applications. The initiative is not a product launch in the software sense; it is capability deployment into attractive problem areas.

  • Deepening multidisciplinary collaboration across practices. Many client issues span engineering, health, and regulatory science at once. Exponent’s current push appears to be less about creating new standalone units and more about combining existing disciplines into higher-value solutions. This helps the company win larger and more strategic mandates.

  • Maintaining margin discipline while investing for growth. Exponent’s public commentary routinely balances growth with utilization, pricing, and profitability. In practical terms, that means hiring deliberately, managing consultant utilization, and preserving the economics of a premium expert-services model rather than chasing low-quality volume.

  • Supporting multinational clients through a selective global footprint. Exponent is not trying to become a everywhere-office network. Its international initiative appears more targeted: maintain enough presence outside the United States to support cross-border investigations, regulatory matters, and global product companies without losing the economic advantages of a concentrated expert base.

3. What Is the Business Model of Exponent?

Exponent is a project-based professional services business. Customers are not buying a physical product or a software license; they are buying expert judgment, analysis, testing, and communication that can influence major technical, legal, regulatory, insurance, and operational decisions.

  • What customers actually buy. Clients buy answers to difficult questions: why something failed, whether a design is safe, how large a health risk may be, whether damages are technically plausible, how a product should be tested, or how to defend a position before a regulator, insurer, or court. The output may be an investigation, technical report, model, test result, expert opinion, or ongoing advisory support.

  • Revenue model. The model appears primarily time-and-materials based, with some fixed-fee engagements where scope is clearer. It is not subscription-based. Revenue is therefore not contractually recurring in the software sense.

  • Recurring versus one-time revenue. Most revenue is project-based, but a meaningful share appears repeat-driven. Clients often return for new matters because the firm already understands their products, risk profile, and regulatory environment. Law firms and insurers can also generate repeated assignments across separate cases and claims.

  • How pricing power works. Exponent’s pricing power comes from scarce expertise, credibility, and the high cost of a wrong answer. When a problem could lead to a recall, major litigation exposure, regulatory action, or a failed product launch, hourly rates matter less than technical defensibility. Pricing power is still moderated by competition, client budgets, and the need to keep utilization healthy.

  • Why the business mix matters. The mix between reactive and proactive work matters a great deal. Reactive investigations and dispute support can be urgent, high value, and margin supportive, but they can also be timing-sensitive and episodic. Proactive work can be more relationship-building and strategically sticky, especially in product safety, quality, and compliance. The segment mix also matters: Engineering and Other Scientific is the larger reported segment, while Environmental and Health broadens the firm’s role in regulatory and health-risk questions.

  • What drives margins and cash generation. Because Exponent is a professional services firm, operating margin is more informative than a manufacturing-style gross margin. The key economic levers are billable-headcount utilization, average billing rates, compensation mix, occupancy and laboratory costs, and overhead leverage. Cash generation tends to be strong because the business is asset-light relative to industrial companies; capital expenditure needs are modest compared with the revenue base, and growth depends more on talent than on large physical assets.

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

Exponent sells specialized consulting and analytical services rather than standardized products. Its offerings are broad, but they cluster around a few recurring service families.

Service family What Exponent does Strategic importance
Engineering and Other Scientific Failure analysis, accident investigation, biomechanics, materials and corrosion, electrical engineering, thermal sciences, vehicle engineering, construction consulting, data analysis, and related technical disciplines. This is the larger reported segment and a core driver of Exponent’s identity as a premium engineering and forensic advisory firm.
Environmental and Health Toxicology, epidemiology, chemical regulation, occupational and environmental health, ecological sciences, biomedical and life-science consulting, and health-risk assessment. This segment extends Exponent from engineering problems into regulatory science, exposure analysis, and health-related advisory work.
Litigation support and expert testimony Technical reports, expert opinions, deposition and trial support, rebuttal analysis, and causation or damages-related scientific work. Not a formal reporting segment, but an important route to market and a major source of high-stakes engagements.
Proactive product and risk advisory Product safety, reliability, testing, design review, standards support, human factors, quality and compliance advisory, and risk mitigation before incidents occur. Strategically important because it can deepen client relationships and create repeat work outside litigation cycles.

If one distinguishes between legacy and newer growth areas, the legacy foundation is forensic engineering and failure analysis. Newer growth vectors are less about a single new product and more about adjacent applications of Exponent’s expertise in emerging technologies, health and regulatory complexity, and earlier-stage product and risk management work.

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

Direct competition for Exponent is fragmented. Few firms match its exact mix of multidisciplinary scientific consulting, expert witness capability, and proactive product-risk advisory work. The closest competitive set includes both direct technical peers and substitutes in adjacent categories.

Competitor or peer Type Why it matters
Rimkus Direct technical consulting peer Competes in forensic engineering, claims-related investigations, and technical consulting for insurers, legal clients, and corporations.
Wiss, Janney, Elstner Associates (WJE) Direct technical consulting peer Strong in diagnostics, materials, structures, and forensic engineering, especially in the built environment.
Thornton Tomasetti Adjacent engineering peer Known for engineering and applied science with overlap in forensic investigation and failure-related work.
Jensen Hughes Direct/adjacent safety and forensic peer Competes in fire protection, safety, risk, and forensic consulting.
HKA Disputes and expert-services peer Relevant in disputes, construction, energy, and expert witness assignments, though broader in risk and claims advisory.
FTI Consulting Broad expert-services peer Competes more on disputes and expert services than on pure engineering depth, but overlaps in litigation-heavy mandates.
CRA International Broad consulting peer Primarily known for economics and litigation consulting, but still part of the wider expert-advisory competitive set.
ERM Environmental and health peer More relevant on proactive environmental, health, safety, and sustainability consulting than on forensic engineering.
UL Solutions Substitute in product safety and testing More testing and certification oriented, but a meaningful substitute for some proactive product safety and compliance work.
Intertek Substitute/comparable in testing and assurance Competes indirectly where clients are buying testing, assurance, and compliance support rather than expert-driven consulting.

What distinguishes Exponent from many of these peers is concentration on high-end scientific and engineering judgment rather than a broad menu of corporate advisory or commodity testing services.

6. What Is the Marketing Strategy of Exponent?

Exponent’s marketing model is expert-led and reputation-led. This is not a mass-market brand that depends on heavy consumer advertising or classic performance marketing. The company’s work is specialized, trust-sensitive, and often confidential, so marketing appears to function mainly as credibility building and relationship development.

In practice, that means thought leadership, published research, conference speaking, technical visibility, case-based reputation, and direct relationship cultivation with in-house counsel, product and engineering leaders, risk managers, insurers, and outside law firms. The firm’s website, industry pages, webinars, and expert bios are important because clients often evaluate both the company brand and the individual expert’s credentials before engagement. This is closer to account-based marketing and professional-services business development than to traditional demand generation.

Marketing is a meaningful capability, but it is mostly a supporting capability. The stronger differentiator is the combination of Exponent’s brand with the credibility of specific principals and specialists. In other words, marketing opens the door; expert reputation and multidisciplinary execution close the work.

7. What Are the Key Customer Segments of Exponent?

Exponent serves a diversified set of buyers, but most fall into a handful of recurring categories.

  • Corporate clients. These include manufacturers, technology companies, life-science and medical-device companies, transportation and mobility firms, utilities, construction stakeholders, chemical companies, and other enterprises facing technical risk. They use Exponent for product development support, failure analysis, safety, quality, regulatory questions, and incident response.

  • Law firms. Outside counsel and litigation boutiques engage Exponent for expert analysis, causation work, rebuttal reports, and testimony in product liability, intellectual property, construction, environmental, personal injury, and commercial disputes.

  • Insurance carriers and claims-related customers. Insurers and claims professionals use Exponent for loss causation, property and casualty investigations, subrogation support, and technically grounded assessment of claims.

  • Government and public-sector bodies. Agencies and related entities can use Exponent in investigations, policy-related science, standards work, and public-health or environmental matters.

  • Intermediated buyers inside client organizations. The actual buyer may be a general counsel, chief risk officer, product-safety leader, engineering executive, regulatory affairs leader, or claims head rather than a generic procurement department.

The customer base appears diversified across industries and use cases. Exponent is therefore less dependent on any single end market than a niche industrial supplier would be, although demand can still shift with litigation cycles, claims activity, technology change, and regulatory intensity.

8. What Is the Sales Model of Exponent?

Exponent’s sales model is direct, consultative, and relationship driven. It does not rely on distributors, retailers, or channel partners in the traditional sense. The experts themselves are a major part of the sales engine.

  • Direct corporate selling. Principals and senior experts develop relationships with client decision-makers and scope projects directly.

  • Referral and repeat business. Past clients, law firms, insurers, and professional networks are important sources of new assignments. In technical consulting, the referral engine can be more valuable than formal lead generation.

  • Matter-based selling. Some assignments begin urgently after an incident or filing; others emerge through a longer consultative process around product development, safety, or compliance.

  • No meaningful channel dilution. Because Exponent sells mostly direct, it preserves pricing control and customer intimacy. The trade-off is that growth depends heavily on expert capacity, relationship quality, and business-development effectiveness at the practice level.

This channel structure is strategically important. It supports premium positioning and close client understanding, but it also means consultant opportunities often center on commercial effectiveness, key-account management, customer relationship management systems, and cross-practice selling rather than on channel optimization in the consumer-goods sense.

9. In What Geographies Does Exponent Operate?

Exponent is global in client scope but concentrated in physical footprint. As of 2024, the company’s operations were centered in the United States, where it maintains most of its offices, laboratories, and technical staff. That concentration is logical because the United States is a deep market for product liability, insurance-related investigation, complex litigation, regulatory scrutiny, and technology-led product development.

Outside the United States, Exponent maintains a more selective presence in Europe and Asia. Those offices and teams help support multinational product companies, cross-border disputes, local testing or inspection needs, and international regulatory work. The company’s footprint is therefore broad enough to support global matters, but not so broad that it resembles a worldwide commodity engineering network.

Operationally, Exponent’s major hubs are offices and labs rather than factories or large distribution centers. Geographic success depends less on physical logistics than on where the company can place the right experts near important client clusters and high-value technical work.

10. Who Are the Owners of Exponent?

Exponent is a public company listed under the ticker EXPO. As of 2024, ownership was broadly dispersed, with no known controlling shareholder. Like many U.S. mid-cap public companies, the shareholder base is dominated by institutional investors. Public ownership filings commonly show large positions held by firms such as Vanguard, BlackRock, and State Street, alongside smaller insider holdings by directors and executives.

11. How Is Exponent Organized?

At a practical level, Exponent is organized as a specialized professional-services firm under one corporate umbrella, with two reportable segments:

  • Engineering and Other Scientific
  • Environmental and Health

Within those segments, the business is run through numerous technical practices and disciplines staffed by principals, associates, and other technical professionals. Corporate functions such as finance, legal, human resources, investor relations, and information technology support the expert practices. The company is not a franchise system and not a loose holding-company portfolio. It is closer to a unified expert network with shared brand, shared controls, and cross-practice collaboration.

This structure matters because many engagements require inputs from several disciplines at once. A product-safety matter, for example, may need materials science, biomechanics, human factors, toxicology, and regulatory expertise. Exponent’s organization is designed to make that combination possible without forcing the client to manage multiple outside firms.

12. How Does Exponent Operate?

Exponent’s day-to-day operations revolve around sourcing, staffing, executing, and communicating technically demanding projects. A typical engagement often follows a pattern like this:

  1. Engagement intake. A client brings a problem: an incident, claim, lawsuit, regulatory issue, or product-development question.

  2. Scoping and conflict review. Exponent defines the work, checks for conflicts, clarifies the technical questions, and assigns an initial team.

  3. Multidisciplinary execution. Experts may inspect sites, review documents, run tests, analyze data, build models, assess medical or exposure evidence, or evaluate product design and user behavior.

  4. Synthesis and communication. Findings are translated into reports, presentations, recommendations, or expert opinions that a management team, regulator, insurer, or court can use.

  5. Ongoing support. In litigation or claims matters, support may continue through depositions, trial, remediation, settlement discussions, or follow-on investigations. In proactive work, support may continue through redesign, testing, or compliance planning.

  6. Billing and resource management. The company bills based on time and materials or agreed fees, while management tracks utilization, realization, and staffing levels across practices.

The main operating complexities are staffing scarce experts to the right matters, maintaining analytical quality under deadline pressure, managing conflicts in dispute-heavy work, and balancing utilization with the need to keep capacity available for urgent assignments.

13. What Are the Growth Opportunities for Exponent?

Exponent’s most plausible growth opportunities come from the same forces that make technical risk harder to manage: more complex products, more data, tighter regulation, and higher consequences when things fail.

  • More proactive product and risk work. A major opportunity is to expand earlier-stage advisory services around design, safety, reliability, human factors, testing, and compliance. Management has publicly emphasized the importance of proactive engagements alongside reactive work.

  • Technology-driven failure modes. Electrification, batteries, connected devices, software-enabled systems, advanced materials, and automation create new technical questions. Those trends can expand demand for investigation, testing, and expert support.

  • Regulatory and health complexity. Environmental, toxicology, exposure, chemical, and life-science issues remain fertile ground for growth, especially where clients need integrated science and regulatory interpretation.

  • Cross-selling across segments. Exponent can likely win more share per client by combining engineering and health-science capabilities on the same account, especially with large multinational clients.

  • Selective international expansion. There is room to deepen work with global clients outside the United States, although the likely path is selective expansion rather than building a massive foreign office network.

  • Targeted capability additions. Even without large acquisitions, Exponent can grow by hiring teams or adding niche capabilities in fast-developing technical domains.

The main constraints are equally clear: recruiting and retaining scarce experts, protecting quality while scaling, the episodic nature of some litigation and claims work, conflicts that can block engagement opportunities, and competition for high-end technical talent. Management-stated priorities center on talent and complex client needs; a reasonable external synthesis is that the most scalable opportunities lie in proactive advisory and emerging-technology risk, provided Exponent can keep building the right bench.

14. What Is the History of Exponent?

Exponent traces its roots to 1967, when Failure Analysis Associates was established in Menlo Park, California by engineers associated with Stanford University. The original business focused on understanding why products, structures, and systems failed.

  • 1967: Failure Analysis Associates is founded in Menlo Park, creating the base for what later becomes Exponent.

  • 1990: The company becomes publicly traded, giving it access to public capital while preserving its expert-services model.

  • 1998: The company changes its name to Exponent, reflecting a broader scope beyond classic failure analysis.

  • 2000s to 2020s: Exponent expands into a wider range of engineering, environmental, health, biomedical, data, and regulatory disciplines, while building a larger office network and serving more multinational clients.

The broad pattern of Exponent’s history is consistent: start in forensic engineering, add adjacent scientific disciplines, extend from purely reactive investigations into proactive product and risk work, and remain a focused public professional-services firm rather than a diversified industrial conglomerate.

15. What Is the Talent Strategy of Exponent?

Talent is the strategy at Exponent. The company’s most important asset is its ability to recruit, develop, and retain people with advanced technical credentials who can both solve problems and earn client trust. In public filings, human capital risk is therefore central rather than peripheral.

Exponent’s talent strategy appears to rest on four pillars. First, recruit scarce specialists in areas where technical complexity and market demand are both high. Second, develop early- and mid-career professionals through apprenticeship under experienced principals. Third, create a platform where experts can build external credibility through publications, conference activity, and testimony. Fourth, retain top talent with intellectually varied work, brand prestige, and compensation structures aligned with utilization, client service, and long-term value creation.

This talent model is powerful but not easy to scale. A firm like Exponent cannot simply hire generic consultants in bulk. It needs very specific credentials and judgment. That makes talent acquisition both a competitive advantage and a bottleneck, especially in fields such as advanced materials, data-intensive engineering, life sciences, batteries, medical devices, and environmental health.

16. What Is the Finance Strategy of Exponent?

Exponent’s finance strategy is conservative and typical of a high-quality asset-light professional-services business. The company’s capital needs are driven more by people, laboratories, office space, and information systems than by heavy industrial assets. As a result, cash generation can be strong relative to revenue when utilization and collections are healthy.

Publicly, Exponent’s capital-allocation pattern has been straightforward: invest first in organic growth, especially expert talent and supporting capabilities; maintain a regular dividend; and return additional cash through share repurchases when appropriate. The company has historically operated with limited financial leverage, which supports flexibility during periods when litigation demand, claims volume, or hiring conditions change.

From an operating perspective, the finance strategy depends on protecting premium economics. That means raising billing rates where justified, managing compensation inflation, watching utilization closely, and avoiding undisciplined expansion that would dilute margins. Working capital also matters because Exponent earns revenue matter by matter, and collections can move with client approval cycles, insurers, and legal timelines.

17. How Companies Like Exponent 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 Exponent use Umbrex when they need that caliber of problem-solving talent but do not need a full consulting team with the overhead of a major firm. For an expert-services company like Exponent, the best use cases are usually around strategy, operations, pricing, organization, technology, finance, ERP, and AI-enabled process improvement rather than the core scientific opinions that define Exponent’s client work.

  • Growth strategy for proactive services: Assess which advisory areas such as product safety, reliability, utilities, life sciences, or chemical regulation offer the best growth and margin potential.
  • Pricing and billing-rate strategy: Redesign rate cards, discount guardrails, and value-based pricing approaches by practice, geography, and client type.
  • Key-account program design: Build a more structured approach to large corporate clients, insurers, and top law-firm relationships while preserving expert-led selling.
  • Utilization and capacity planning: Create forecasting tools that link recruiting priorities, utilization targets, backlog indicators, and practice-level profitability.
  • Cross-practice operating model: Improve collaboration between Engineering and Other Scientific and Environmental and Health teams so Exponent can win larger multidisciplinary engagements.
  • CRM and sales-process improvement: Design opportunity-tracking, referral management, and pipeline review processes better suited to matter-based consulting sales.
  • International expansion assessment: Evaluate where a selective office or partner footprint in Europe or Asia would improve service to multinational clients without overbuilding fixed cost.
  • M&A screening and integration support: Identify niche technical consultancies or small expert teams that could add capabilities, and support diligence or integration planning if Exponent pursues tuck-ins.
  • AI-enabled knowledge management: Build safe internal tools for proposal support, expert search, case-history retrieval, and staffing recommendations while respecting confidentiality and quality controls.
  • Finance and dashboard modernization: Develop practice-level dashboards for realization, utilization, pricing, recruiting effectiveness, and cash conversion to support faster management decisions.

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