Commercial Pharmaceutical Analytics Market Cover Image

Global Commercial Pharmaceutical Analytics Market Trends Analysis By Application (Market Access & Commercial Operations, Sales & Marketing Analytics), By Deployment Mode (Cloud-based Solutions, On-premises Solutions), By End-User (Pharmaceutical & Biotechnology Companies, Contract Research Organizations (CROs)), By Regions and Forecast

Report ID : 50007169
Published Year : February 2026
No. Of Pages : 220+
Base Year : 2024
Format : PDF & Excel

Commercial Pharmaceutical Analytics Market Size and Forecast 2026–2033

The commercial pharmaceutical analytics market size was valued at USD 8.6 Billion in 2024 and is projected to reach USD 26.4 Billion by 2033, growing at a CAGR of 13.2% from 2026 to 2033. This robust expansion is underpinned by the accelerating integration of advanced data analytics, artificial intelligence, and machine learning across drug commercialization pipelines, sales force effectiveness, and patient engagement strategies. As pharmaceutical organizations face intensifying pressure to optimize return on promotional spend and demonstrate real-world value to payers, the demand for analytics platforms that convert fragmented commercial data into actionable intelligence has reached an inflection point.

What is the Commercial Pharmaceutical Analytics Market?

The commercial pharmaceutical analytics market encompasses the full spectrum of software platforms, analytical services, and data intelligence solutions deployed by pharmaceutical and biopharmaceutical companies to optimize their commercial operations spanning market access, brand performance monitoring, sales force deployment, pricing strategy, patient journey mapping, and competitive landscape dynamics. The market bridges the gap between vast, heterogeneous data assets including prescription data, claims data, electronic health records, and payer formulary intelligence and the strategic decisions made by commercial leaders across brand management, market access, and business development functions.

Key Market Trends

The commercial pharmaceutical analytics market is undergoing a pronounced transformation driven by the convergence of artificial intelligence, real-world data proliferation, and the industry's urgent need for more granular, near-real-time commercial intelligence. As product portfolios skew increasingly toward specialty biologics, cell and gene therapies, and precision oncology assets, traditional analytics frameworks built around primary care blockbuster models are proving structurally inadequate. This has catalyzed a wave of platform modernization, with enterprise analytics vendors racing to embed predictive modeling, next-best-action engines, and omnichannel attribution capabilities into their core offerings.

The maturation of cloud-native data architectures is enabling pharmaceutical commercial teams to consolidate previously siloed data streams prescription, payer, patient support, and digital engagement data into unified analytical environments that support faster, higher-confidence decision-making. The net effect is a market that is not merely growing in volume but evolving in sophistication, with buyers increasingly demanding integrated platforms over point solutions.

  • AI-Driven Predictive Analytics Adoption: More than 60% of top-20 pharmaceutical companies have deployed or are actively piloting AI-powered commercial analytics tools to forecast prescriber behavior, predict patient therapy initiation, and optimize field force targeting with a precision that legacy segmentation models cannot achieve.
  • Omnichannel Engagement Analytics: As pharmaceutical marketing shifts from rep-centric models to hybrid omnichannel engagement, demand for analytics platforms capable of measuring and attributing commercial impact across digital, virtual, and in-person touchpoints has surged, with omnichannel analytics emerging as one of the fastest-growing sub-segments in the market.
  • Real-World Data Integration: The integration of real-world evidence including claims, electronic health records, and specialty pharmacy data into commercial analytics workflows is accelerating, enabling brand teams to monitor patient adherence, identify care gaps, and refine targeting strategies with unprecedented granularity.
  • Market Access and Payer Analytics Expansion: With formulary dynamics growing more complex across Medicare, Medicaid, and commercial insurance landscapes, pharmaceutical companies are significantly increasing investment in payer analytics capabilities that model coverage scenarios, net price impacts, and patient access barriers at a granular market level.
  • Specialty and Rare Disease Analytics Specialization: The proliferation of rare disease and orphan drug approvals accounting for nearly 50% of recent FDA novel drug approvals is driving demand for analytics platforms purpose-built for small, identifiable patient populations where traditional prescriber-level data models are insufficient.
  • Cloud and SaaS Platform Migration: Enterprise pharmaceutical organizations are rapidly migrating commercial analytics infrastructure to cloud-native SaaS architectures, reducing total cost of ownership, enabling scalable data ingestion, and accelerating the deployment of advanced analytical capabilities across global commercial operations.

Key Market Drivers

The commercial pharmaceutical analytics market is being propelled by a confluence of structural industry forces that are fundamentally reshaping how pharmaceutical companies plan, execute, and optimize their commercial strategies. The ongoing explosion of available health data from prescription databases and specialty pharmacy hubs to digital health applications and wearable device outputs has created both an imperative and an opportunity for more sophisticated analytical capabilities.

Escalating competitive intensity in high-value therapeutic categories, combined with mounting pressure from payers demanding outcomes-based evidence, is forcing commercial organizations to move beyond descriptive reporting and embrace predictive and prescriptive analytics. The increasing complexity of product launches in specialty and rare disease markets, where physician populations may number in the hundreds and patient identification is a primary commercial challenge, has made analytics not a competitive differentiator but a baseline operational requirement.

  • Escalating R&D and Launch Investment: Global pharmaceutical R&D spending exceeded USD 260 billion in 2023, with launch investment for a single specialty asset frequently surpassing USD 500 million creating overwhelming pressure to maximize commercial ROI through precision analytics rather than broad-based promotional spending.
  • Growth of Specialty and Biologic Therapies: Specialty drugs now account for over 55% of total pharmaceutical spend in the United States, and their complex prescriber ecosystems, prior authorization requirements, and patient support needs demand analytics capabilities far beyond what traditional primary care commercial models provide.
  • Regulatory Push for Real-World Evidence: Regulatory agencies globally are increasingly incorporating real-world evidence into approval and label expansion pathways, creating direct commercial incentives for pharmaceutical companies to build the analytics infrastructure necessary to generate, analyze, and act on real-world data assets.
  • Digital Transformation of Commercial Operations: Over 70% of pharmaceutical executives identify digital transformation of commercial functions as a top-three strategic priority, driving sustained capital allocation toward analytics platforms, data science talent, and integrated commercial technology stacks.
  • Patient-Centric Commercial Strategy: The industry-wide shift toward patient-centric commercial models encompassing hub services, patient support programs, and adherence analytics is generating new categories of patient-level data that require sophisticated analytics platforms to transform into actionable brand strategy and patient outcomes improvement.
  • Competitive Intelligence Demands: In therapeutic areas such as oncology, immunology, and neurology where multiple competing agents often launch within 18–24 months of each other the ability to monitor competitive landscape dynamics, track formulary shifts, and model competitive response scenarios in near-real-time has become a critical commercial competency.

Key Market Restraints

The commercial pharmaceutical analytics market faces a set of meaningful structural and operational barriers that temper adoption velocity and constrain the full realization of analytics-driven commercial value. Data fragmentation remains a chronic challenge: pharmaceutical commercial data assets are distributed across dozens of disparate sources wholesaler sell-through data, specialty pharmacy dispensing records, payer claims, CRM systems, and digital engagement platforms each governed by different data standards, update frequencies, and licensing arrangements.

The cost and complexity of building integrated data environments capable of supporting advanced analytics frequently exceeds the operational capacity of mid-sized pharmaceutical organizations, creating a significant capability gap between large-cap innovators and emerging specialty companies. Compounding this, stringent data privacy regulations including HIPAA in the United States, GDPR across Europe, and an increasingly complex patchwork of state-level privacy mandates impose material compliance obligations on how commercial data is collected, aggregated, and deployed in analytics workflows.

  • Data Privacy and Compliance Complexity: The intersection of healthcare data privacy regulations across multiple jurisdictions creates significant compliance overhead for pharmaceutical analytics programs, particularly for companies operating global commercial teams that must navigate inconsistent data governance frameworks across markets.
  • High Implementation and Integration Costs: Enterprise pharmaceutical analytics platform implementations frequently require investments exceeding USD 5–15 million when accounting for data licensing, system integration, change management, and ongoing platform maintenance creating high barriers for mid-market and emerging pharmaceutical companies.
  • Data Quality and Standardization Challenges: Inconsistencies in prescriber-level data, claims data latency, and the lack of standardized patient identifiers across data sources continue to compromise the accuracy and reliability of commercial analytics outputs, undermining confidence in data-driven recommendations at the commercial leadership level.
  • Organizational Resistance to Data-Driven Decision-Making: Deeply ingrained reliance on relationship-based selling and qualitative market assessment among senior commercial leaders creates cultural friction that slows the adoption and operationalization of analytics-driven go-to-market strategies, even when the technical infrastructure is in place.
  • Talent Scarcity in Pharmaceutical Data Science: The global shortage of professionals who combine deep pharmaceutical commercial expertise with advanced data science and machine learning capabilities represents one of the most acute operational constraints on analytics maturity, with demand for such profiles substantially outpacing supply across major pharmaceutical markets.
  • Vendor Fragmentation and Integration Complexity: The commercial pharmaceutical analytics ecosystem remains highly fragmented, with dozens of specialized vendors addressing individual use cases across sales analytics, market access, patient analytics, and competitive intelligence creating integration complexity, data duplication, and total cost of ownership challenges for enterprise buyers attempting to build coherent analytical architectures.

Key Market Opportunities

The commercial pharmaceutical analytics market stands at the threshold of a multi-dimensional opportunity landscape shaped by technological maturation, evolving commercial models, and the emergence of entirely new categories of health data. The rapid proliferation of decentralized clinical and real-world data sources from wearable biosensors and digital therapeutics to social determinants of health datasets is creating fertile ground for next-generation commercial analytics applications that extend far beyond traditional prescriber targeting and market share measurement.

The global expansion of pharmaceutical markets in Asia-Pacific, Latin America, and the Middle East is generating strong demand for analytics capabilities tailored to the unique payer structures, prescribing dynamics, and regulatory environments of high-growth emerging markets. The maturation of value-based contracting between pharmaceutical manufacturers and payers presents a particularly significant opportunity for analytics vendors capable of delivering outcomes measurement, net price optimization, and contract performance monitoring at scale.

  • AI-Powered Next-Best-Action Platforms: The transition from static call planning to dynamic, AI-driven next-best-action commercial engines represents one of the largest near-term value creation opportunities in the market, with early adopters demonstrating measurable improvements in promotional ROI and prescriber engagement efficiency.
  • Patient Identification and Journey Analytics for Rare Diseases: With over 7,000 rare diseases affecting more than 300 million patients globally the vast majority without approved therapies the commercial analytics opportunity around patient identification, disease staging, and specialist referral pathway optimization in rare disease markets remains significantly underpenetrated.
  • Emerging Market Commercial Analytics Expansion: Pharmaceutical commercial teams expanding into high-growth markets across Southeast Asia, Brazil, and the Gulf Cooperation Council region represent an underserved segment for analytics platform vendors, where localized data infrastructure, multi-language capabilities, and market-specific payer analytics present strong differentiation opportunities.
  • Value-Based Contract Analytics: As outcomes-based and risk-sharing agreements between pharmaceutical manufacturers and payers multiply, the demand for analytics platforms capable of real-time contract performance monitoring, rebate modeling, and outcomes data integration is growing rapidly, with few existing solutions offering comprehensive capabilities in this space.
  • Digital and Social Media Commercial Analytics: The growing role of digital channels including physician-facing digital media, patient online communities, and medical education platforms in shaping prescribing behavior creates substantial opportunity for analytics vendors that can measure, attribute, and optimize pharmaceutical digital promotional spend with the rigor previously applied only to field force investment.
  • Commercial Analytics as a Service for Emerging Biotechs: The expanding universe of pre-commercial and early-commercial stage biotech companies many of which lack the internal data science infrastructure to build enterprise analytics capabilities represents a rapidly growing addressable market for analytics-as-a-service offerings that deliver institutional-grade commercial intelligence at accessible price points.

Commercial Pharmaceutical Analytics Market Applications and Future Scope

The future of the commercial pharmaceutical analytics market will be defined by the deepening integration of intelligence across every stage of the commercial lifecycle from pre-launch epidemiology and market sizing through multi-year lifecycle management and loss-of-exclusivity planning. As artificial intelligence matures from experimental to operational within pharmaceutical commercial functions, analytics platforms will evolve from tools that describe what has happened to systems that dynamically prescribe what should happen next in real time, at the individual prescriber, patient, and payer level.

The boundaries between commercial analytics, medical affairs analytics, and market access analytics will continue to blur, giving rise to unified commercial intelligence architectures that provide a single, coherent view of brand performance across all external stakeholders. Five application verticals will anchor this evolution: precision prescriber targeting and field force optimization, where AI models continuously refine the allocation of commercial resources based on evolving prescriber behavior signals patient identification and support analytics, enabling earlier diagnosis and therapy initiation for complex and rare diseases through the integration of diagnostic, claims, and genomic data market access and payer strategy optimization.

Commercial Pharmaceutical Analytics Market Scope Table

Commercial Pharmaceutical Analytics Market Segmentation Analysis

By Application

  • Market Access & Commercial Operations
  • Sales & Marketing Analytics
  • Clinical Data Analytics
  • Regulatory & Pharmacovigilance Analytics
  • Supply Chain & Manufacturing Analytics

Market Access & Commercial Operations drives the largest portion of industry insights, with strategies that help companies optimize pricing, reimbursement pathways, and competitive positioning. This area captures the most value due to its role in shaping product uptake and revenue performance. Sales & Marketing-focused intelligence is rapidly adopting predictive modeling and real-time performance dashboards. Clinical insights are gaining traction with AI-boosted outcome forecasting, presenting opportunities for enhanced protocol design and patient stratification.

Regulatory oversight and safety monitoring activities increasingly leverage automation to accelerate compliance and adverse event prediction, emerging as a critical growth frontier. Quality, risk management, and post-market surveillance enhancements are creating demand for advanced analytical platforms. Operational and production intelligence is also evolving, with digital twin technologies and IoT-enabled tracking improving throughput and reducing waste, opening new avenues for cost reduction and continuity planning across the value chain.

By Deployment Mode

  • Cloud-based Solutions
  • On-premises Solutions
  • Hybrid Solutions

The most widely adopted delivery option in this field is remotely hosted platforms, offering scalability, rapid deployment, and lower upfront costs, which has led to substantial uptake among small and large organizations alike. These environments support collaborative data sharing and analytics at scale, with advanced security measures evolving to address compliance concerns. Demand is rising for flexible services that support multi-tenant usage and integrated artificial intelligence, opening opportunities for value-added services and subscription-based models.

Locally installed systems remain favored where strict data governance and control over infrastructure are critical, particularly in regions with stringent data residency laws. These setups gain traction among established enterprises with existing IT investments. Solutions combining both remote and on-site capabilities are emerging as innovators seek to balance flexibility with control, enabling seamless workload distribution and optimized performance while addressing concerns around latency, customization, and cost efficiency.

By End-User

  • Pharmaceutical & Biotechnology Companies
  • Contract Research Organizations (CROs)
  • Healthcare Providers & Hospitals
  • Regulatory Bodies

The largest group benefiting from insights in this field are makers of therapeutic products, who invest heavily in advanced tools to drive strategy, optimize launches, and monitor performance across markets. Their demand for real-time market visibility and predictive forecasting continues to grow, enabling data-driven decision-making across functions. Service providers supporting research activities are rapidly adopting integrated intelligence platforms to enhance trial design, patient recruitment efficiency, and outcome analysis, creating fresh revenue avenues and strategic alliances.

Care networks and clinical institutions are increasingly leveraging comprehensive data insights to improve treatment pathways, resource allocation, and patient outcomes, reflecting a shift toward value-based care. Oversight authorities are also embracing analytical capabilities to strengthen surveillance, compliance, and public health planning, offering emerging opportunities for partnerships that enhance transparency and regulatory effectiveness. Collectively, these users are driving technological evolution that supports interoperability, predictive modeling, and personalized insights across ecosystems.

Commercial Pharmaceutical Analytics Market Regions

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • Germany
    • United Kingdom
    • France
    • Italy
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
  • Latin America
    • Brazil
    • Argentina
  • Middle East & Africa
    • UAE
    • South Africa

North America leads global revenue, with the United States accounting for over 40% share due to advanced life sciences infrastructure, high digital adoption, and strong presence of multinational drug manufacturers leveraging AI-driven forecasting, omnichannel performance tracking, and real-world evidence platforms. Canada shows steady expansion supported by public healthcare digitization and regulatory modernization. In Europe, Germany and the UK dominate regional contribution, while France, Italy, and Spain invest in value-based care analytics, compliance monitoring tools, and cross-border data integration initiatives enhancing commercial decision intelligence.

Asia-Pacific is the fastest-growing territory, led by China and Japan through rapid biopharma expansion, local innovation funding, and growing demand for predictive sales intelligence and patient analytics. South Korea, India, and Australia present strong outsourcing and cloud adoption opportunities. Latin America, particularly Brazil, captures the largest regional portion driven by expanding specialty medicine demand, while Argentina advances gradually. In the Middle East & Africa, the UAE leads digital transformation initiatives, and South Africa benefits from improving healthcare data ecosystems and regional commercialization strategies.

Commercial Pharmaceutical Analytics Market Key Players

  • IQVIA Holdings Inc.
  • IBM Watson Health
  • Saama Technologies
  • Veeva Systems
  • Oracle Corporation
  • Tempus Labs
  • Pharmaceutical Product Development, LLC (PPD)
  • Syneos Health
  • BioClinica
  • Medidata Solutions
  • Clarivate Analytics
  • Cognizant Technology Solutions
  • Accenture
  • IQVIA Institute for Human Data Science
  • Flatiron Health

    Detailed TOC of Commercial Pharmaceutical Analytics Market

  1. Introduction of Commercial Pharmaceutical Analytics Market
    1. Market Definition
    2. Market Segmentation
    3. Research Timelines
    4. Assumptions
    5. Limitations
  2. *This section outlines the product definition, assumptions and limitations considered while forecasting the market.
  3. Research Methodology
    1. Data Mining
    2. Secondary Research
    3. Primary Research
    4. Subject Matter Expert Advice
    5. Quality Check
    6. Final Review
    7. Data Triangulation
    8. Bottom-Up Approach
    9. Top-Down Approach
    10. Research Flow
  4. *This section highlights the detailed research methodology adopted while estimating the overall market helping clients understand the overall approach for market sizing.
  5. Executive Summary
    1. Market Overview
    2. Ecology Mapping
    3. Primary Research
    4. Absolute Market Opportunity
    5. Market Attractiveness
    6. Commercial Pharmaceutical Analytics Market Geographical Analysis (CAGR %)
    7. Commercial Pharmaceutical Analytics Market by Application USD Million
    8. Commercial Pharmaceutical Analytics Market by Deployment Mode USD Million
    9. Commercial Pharmaceutical Analytics Market by End-User USD Million
    10. Future Market Opportunities
    11. Product Lifeline
    12. Key Insights from Industry Experts
    13. Data Sources
  6. *This section covers comprehensive summary of the global market giving some quick pointers for corporate presentations.
  7. Commercial Pharmaceutical Analytics Market Outlook
    1. Commercial Pharmaceutical Analytics Market Evolution
    2. Market Drivers
      1. Driver 1
      2. Driver 2
    3. Market Restraints
      1. Restraint 1
      2. Restraint 2
    4. Market Opportunities
      1. Opportunity 1
      2. Opportunity 2
    5. Market Trends
      1. Trend 1
      2. Trend 2
    6. Porter's Five Forces Analysis
    7. Value Chain Analysis
    8. Pricing Analysis
    9. Macroeconomic Analysis
    10. Regulatory Framework
  8. *This section highlights the growth factors market opportunities, white spaces, market dynamics Value Chain Analysis, Porter's Five Forces Analysis, Pricing Analysis and Macroeconomic Analysis
  9. by Application
    1. Overview
    2. Market Access & Commercial Operations
    3. Sales & Marketing Analytics
    4. Clinical Data Analytics
    5. Regulatory & Pharmacovigilance Analytics
    6. Supply Chain & Manufacturing Analytics
  10. by Deployment Mode
    1. Overview
    2. Cloud-based Solutions
    3. On-premises Solutions
    4. Hybrid Solutions
  11. by End-User
    1. Overview
    2. Pharmaceutical & Biotechnology Companies
    3. Contract Research Organizations (CROs)
    4. Healthcare Providers & Hospitals
    5. Regulatory Bodies
  12. Commercial Pharmaceutical Analytics Market by Geography
    1. Overview
    2. North America Market Estimates & Forecast 2021 - 2031 (USD Million)
      1. U.S.
      2. Canada
      3. Mexico
    3. Europe Market Estimates & Forecast 2021 - 2031 (USD Million)
      1. Germany
      2. United Kingdom
      3. France
      4. Italy
      5. Spain
      6. Rest of Europe
    4. Asia Pacific Market Estimates & Forecast 2021 - 2031 (USD Million)
      1. China
      2. India
      3. Japan
      4. Rest of Asia Pacific
    5. Latin America Market Estimates & Forecast 2021 - 2031 (USD Million)
      1. Brazil
      2. Argentina
      3. Rest of Latin America
    6. Middle East and Africa Market Estimates & Forecast 2021 - 2031 (USD Million)
      1. Saudi Arabia
      2. UAE
      3. South Africa
      4. Rest of MEA
  13. This section covers global market analysis by key regions considered further broken down into its key contributing countries.
  14. Competitive Landscape
    1. Overview
    2. Company Market Ranking
    3. Key Developments
    4. Company Regional Footprint
    5. Company Industry Footprint
    6. ACE Matrix
  15. This section covers market analysis of competitors based on revenue tiers, single point view of portfolio across industry segments and their relative market position.
  16. Company Profiles
    1. Introduction
    2. IQVIA Holdings Inc.
      1. Company Overview
      2. Company Key Facts
      3. Business Breakdown
      4. Product Benchmarking
      5. Key Development
      6. Winning Imperatives*
      7. Current Focus & Strategies*
      8. Threat from Competitors*
      9. SWOT Analysis*
    3. IBM Watson Health
    4. Saama Technologies
    5. Veeva Systems
    6. Oracle Corporation
    7. Tempus Labs
    8. Pharmaceutical Product Development
    9. LLC (PPD)
    10. Syneos Health
    11. BioClinica
    12. Medidata Solutions
    13. Clarivate Analytics
    14. Cognizant Technology Solutions
    15. Accenture
    16. IQVIA Institute for Human Data Science
    17. Flatiron Health

  17. *This data will be provided for Top 3 market players*
    This section highlights the key competitors in the market, with a focus on presenting an in-depth analysis into their product offerings, profitability, footprint and a detailed strategy overview for top market participants.


  18. Verified Market Intelligence
    1. About Verified Market Intelligence
    2. Dynamic Data Visualization
      1. Country Vs Segment Analysis
      2. Market Overview by Geography
      3. Regional Level Overview


  19. Report FAQs
    1. How do I trust your report quality/data accuracy?
    2. My research requirement is very specific, can I customize this report?
    3. I have a pre-defined budget. Can I buy chapters/sections of this report?
    4. How do you arrive at these market numbers?
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  20. Report Disclaimer
  • IQVIA Holdings Inc.
  • IBM Watson Health
  • Saama Technologies
  • Veeva Systems
  • Oracle Corporation
  • Tempus Labs
  • Pharmaceutical Product Development
  • LLC (PPD)
  • Syneos Health
  • BioClinica
  • Medidata Solutions
  • Clarivate Analytics
  • Cognizant Technology Solutions
  • Accenture
  • IQVIA Institute for Human Data Science
  • Flatiron Health


Frequently Asked Questions

  • Commercial pharmaceutical analytics market size was valued at USD 8.6 Billion in 2024 and is projected to reach USD 26.4 Billion by 2033, growing at a CAGR of 13.2% from 2026 to 2033.

  • Rise of AI-powered predictive analytics for market forecasting, Growing emphasis on real-world evidence (RWE) and big data integration, Increased adoption of cloud-based analytics platforms for scalability are the factors driving the market in the forecasted period.

  • The major players in the Commercial Pharmaceutical Analytics Market are IQVIA Holdings Inc., IBM Watson Health, Saama Technologies, Veeva Systems, Oracle Corporation, Tempus Labs, Pharmaceutical Product Development, LLC (PPD), Syneos Health, BioClinica, Medidata Solutions, Clarivate Analytics, Cognizant Technology Solutions, Accenture, IQVIA Institute for Human Data Science, Flatiron Health.

  • The Commercial Pharmaceutical Analytics Market is segmented based Application, Deployment Mode, End-User, and Geography.

  • A sample report for the Commercial Pharmaceutical Analytics Market is available upon request through official website. Also, our 24/7 live chat and direct call support services are available to assist you in obtaining the sample report promptly.