조직 네트워크 분석 플랫폼 : 시장 점유율 분석, 업계 동향 및 통계, 성장 예측(2026-2031년)

According to Mordor Intelligence, the organizational network analysis (ONA) platform market size is projected to expand from USD 0.60 billion in 2025 and USD 0.70 billion in 2026 to USD 1.55 billion by 2031, registering a CAGR of 17.23% between 2026 to 2031.

This report is Segmented by Component (Platform, and Services), Deployment Model (Cloud-Based, On-Premises, and Hybrid), Enterprise Size (Large Enterprises, and Small and Medium-Sized Enterprises), Application (Organizational Design, and Workforce Planning and More), End-User Industry (BFSI, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global Organizational Network Analysis (ONA) Platform Market Trends and Insights

Hybrid Work Complexity Expands Demand for Collaboration Visibility

The organizational network analysis (ONA) platform market is seeing direct support from hybrid work, as fixed office attendance no longer provides managers with a reliable view of how people actually work together. In 2025, it was reported that employees handled 275 interruptions a day and exchanged 153 Teams messages on a typical weekday, which shows why message volume alone is no longer a useful stand-in for productive collaboration. In this setting, passive network data has become more valuable than periodic surveys because it captures recurring ties, bottlenecks, and coordination strain as they happen. Worklytics also found in 2025 that return-to-office cohorts often lost close collaborator density after mandate implementation, and that passive ONA signals could identify voluntary departure risk 4-6 weeks before exits with 70-80% accuracy. That lead time matters because enterprises are now using the organizational network analysis platform market less for one-off diagnostics and more for ongoing workforce planning cycles tied to retention, location strategy, and team redesign.

Burnout Prevention Elevates Collaboration Overload Analytics

The organizational network analysis (ONA) platform market is also gaining from the need to measure collaboration overload before it turns into turnover or lower focus time. In October 2025, SaaS organizations using ONA-informed focus blocks saw a 22% rise in perceived focus time and a 15% drop in cognitive fatigue within 90 days. Worklytics found in 2025 that the top 10% of employees ranked by betweenness centrality were 1.8 times more likely to face burnout than the wider workforce. The same study showed that teams logging more than 25 weekly collaboration hours produced 23% higher innovation output but also carried 31% higher turnover risk. This is widening demand for platforms that can separate necessary collaboration from wasteful load, which gives the organizational network analysis platform market a stronger position within broader workforce health and productivity budgets.

Data Privacy and Ethical Surveillance Concerns

The organizational network analysis (ONA) platform market faces a direct restraint from privacy regulations, as employment-related behavioral data is now drawing closer scrutiny across major jurisdictions. In 2025, 86% of employees believed that disclosure of ONA data collection should be a legal requirement, indicating a significant trust gap before deployment even begins. The same issue carries legal weight because GDPR Article 83(5) allows fines of up to 4% of global annual turnover for unlawful processing of employee data, thereby raising the stakes for weak governance design. Research published in April 2026 noted that European authorities were increasing scrutiny of passive behavioral monitoring and that the EU AI Act adds new assessment demands for AI-assisted employment systems. As a result, vendors that build transparency controls, consent options, and jurisdiction-specific data-handling into their products are gaining an advantage, while mid-sized buyers without strong privacy teams are moving more slowly.

Other drivers and restraints analyzed in the detailed report include:

1. M&A and Transformation Programs Need Influence Mapping
2. Generative AI Enables Prescriptive Network Insights
3. Integration Complexity Across Fragmented Collaboration Data Sources

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Platform solutions accounted for 74.20% of the organizational network analysis (ONA) platform market in 2025, indicating that buyers prefer a persistent analytics layer over project-led services when they need network intelligence to scale across the enterprise. This pattern aligns with the shift toward continuous passive analysis rather than periodic survey work because recurring collaboration data requires software infrastructure to ingest, process, and visualize activity at scale. The organizational network analysis platform market, therefore, continues to favor software-led revenue even when implementation support remains important. In many accounts, the first purchase is driven by the need to establish a single source of truth for network visibility across distributed teams. That makes the platform layer the control point for data governance, dashboarding, and future AI-assisted modeling.

Services are still growing and are projected to record a 17.24% CAGR through 2031 because enterprises often need help with deployment design, change support, governance, and custom modeling during early rollout stages. The organizational network analysis platform industry still relies on service support for large, complex accounts, where buyers want tailored integration work rather than standard onboarding. Over time, self-serve configuration and stronger templates are likely to shift routine setup work back into the product, which narrows the role of services in lower-complexity deals. At the same time, large ecosystem vendors are building service-like functionality directly into their software, which puts pressure on standalone advisory-led models. Cornerstone's May 2026 Workforce AI launch, covering 45 million users across 186 countries and more than 55,000 skills ontologies, shows how broad platforms are absorbing more of the workflow depth that once sat outside core software.

Cloud-based deployment held 69.80% of the organizational network analysis platform market share in 2025 because it offers faster setup, lower infrastructure burden, and a cleaner fit with the SaaS environments that many buyers already use. Early adoption largely came from technology-led enterprises that wanted quick time-to-value and faced limited data residency constraints. That made cloud the default model for buyers focused on speed, experimentation, and easier expansion across regions. The organizational network analysis (ONA) platform market still draws much of its current volume from those cloud-first users because the software is closely tied to digital collaboration systems that already run in the cloud. In these accounts, deployment choice has often been less about preference and more about matching the rest of the collaboration stack.

Hybrid deployment is now the fastest-growing path and is projected to grow at a 18.37% CAGR through 2031, as regulated sectors seek to keep sensitive employee data behind the firewall while still using cloud-side analytics and AI features. This is especially visible in BFSI, healthcare, and government, where control over people's data has become central to procurement. The model appeals to organizations that are still moving toward broader cloud adoption but are not ready to transfer all workforce data to external environments. On-premises deployment remains relevant in sovereign or defense-sensitive settings, yet its role is increasingly focused on a narrower set of highly controlled use cases. As compliance demands rise, the ONA platform market is likely to keep shifting toward hybrid designs that balance analytical flexibility with stricter data handling.

Geography Analysis

North America accounted for 41.30% of the organizational network analysis (ONA) platform market share in 2025 because the region combines large hybrid-work employers, mature people analytics programs, and a strong base of pure-play and suite vendors. The United States remained the main source of regional demand, with adoption supported by enterprises that already use digital collaboration systems at scale. Microsoft Viva Insights has helped widen exposure by making metrics such as diverse ties, strong ties, and influence rank available inside existing Microsoft 365 environments. That matters because it lowers the barrier to initial ONA use and gives buyers a path from embedded metrics to fuller platform purchases. Canada and Mexico are growing within the regional base, though both remain earlier in adoption than the United States.

Asia-Pacific is the fastest-growing region in the ONA platform market, advancing at a 17.89% CAGR through 2031. In March 2025, research showed that close to 75% of APAC organizations were still at Levels 1-2 of people analytics maturity, compared with the Americas, where organizations were concentrated at Level 4, suggesting a large base of buyers that have yet to make a major ONA investment. Another study found in 2025 that 73% of APAC HR leaders had adopted or changed their HR technology platform in the prior 18 months, while 46% expected budget increases, which supports a favorable environment for new ONA vendor entry. India, Japan, and South Korea stand out because technology services expansion, HR platform renewal, and growing analytics maturity are creating a stronger base for ONA deployment.

Europe held the second-largest regional position in 2025, with Germany, the United Kingdom, France, and the Benelux countries forming the core demand base for the organizational network analysis platform market. The region's main difference is regulatory intensity, since GDPR enforcement and the EU AI Act make privacy design a more central buying factor than in many other markets. This raises compliance costs and often lengthens deployment cycles, favoring vendors with strong consent management, localization controls, and a privacy-by-design product architecture. South America, the Middle East, and Africa remain earlier-stage markets, where demand is concentrated in multinational subsidiaries and the largest local enterprises pursuing workforce modernization.

1. Humanyze
2. Innovisor
3. Polinode Pty Ltd.
4. Worklytics Co.
5. TrustSphere Pte. Ltd.
6. SWOOP Analytics Pty Ltd.
7. Network Perspective Sp. z o.o.
8. Maven Seven Solutions Plc.
9. Cognitive Talent Solutions Inc.
10. Glickon S.p.A.
11. People Yield srl
12. Edgius Inc.
13. Panalyt Inc.
14. Time is Ltd. s.r.o.
15. Teamspective Oy
16. Confirm HR, Inc.
17. Peoplelogic, Inc.
18. Mentis Talent Technologies Pte. Ltd.
19. Kumu Inc.
20. Skyminyr Inc.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET LANDSCAPE

• 4.1 Market Overview
• 4.2 Market Drivers
  • 4.2.1 Hybrid Work Complexity Expands Demand for Collaboration Visibility
  • 4.2.2 Burnout Prevention Elevates Collaboration Overload Analytics
  • 4.2.3 M&A and Transformation Programs Need Influence Mapping
  • 4.2.4 Generative AI Enables Prescriptive Network Insights
  • 4.2.5 Enterprise AI Rollout Governance Requires Influence Diffusion Mapping
  • 4.2.6 Developer Experience Optimization Creates New ONA Buying Center
• 4.3 Market Restraints
  • 4.3.1 Data Privacy and Ethical Surveillance Concerns
  • 4.3.2 Integration Complexity Across Fragmented Collaboration Data Sources
  • 4.3.3 Employee Trust Erosion From Perceived Monitoring
  • 4.3.4 Weak Managerial Fluency In Network Metrics Slows Actionability
• 4.4 Industry Value Chain Analysis
• 4.5 Regulatory Landscape
• 4.6 Technological Outlook
• 4.7 Impact of Macroeconomic Factors on the Market
• 4.8 Porter's Five Forces Analysis
  • 4.8.1 Bargaining Power of Buyers
  • 4.8.2 Bargaining Power of Suppliers
  • 4.8.3 Threat of New Entrants
  • 4.8.4 Threat of Substitutes
  • 4.8.5 Intensity of Competitive Rivalry

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

• 5.1 By Component
  • 5.1.1 Platform
  • 5.1.2 Services
• 5.2 By Deployment Model
  • 5.2.1 Cloud-based
  • 5.2.2 On-premises
  • 5.2.3 Hybrid
• 5.3 By End User Enterprise Size
  • 5.3.1 Large Enterprises
  • 5.3.2 Small and Medium-sized Enterprises
• 5.4 By Application
  • 5.4.1 Organizational Design and Workforce Planning
  • 5.4.2 Collaboration and Communication Analytics
  • 5.4.3 Change Management and Transformation
  • 5.4.4 Leadership and Influence Mapping
  • 5.4.5 Innovation Network Analysis
  • 5.4.6 Others
• 5.5 By End User Industry
  • 5.5.1 BFSI
  • 5.5.2 Healthcare and Life Sciences
  • 5.5.3 Information Technology and Telecom
  • 5.5.4 Retail and E-commerce
  • 5.5.5 Industrial Manufacturing
  • 5.5.6 Government and Public Sector
• 5.6 By Geography
  • 5.6.1 North America
    • 5.6.1.1 United States
    • 5.6.1.2 Canada
    • 5.6.1.3 Mexico
  • 5.6.2 South America
    • 5.6.2.1 Brazil
    • 5.6.2.2 Argentina
    • 5.6.2.3 Rest of South America
  • 5.6.3 Europe
    • 5.6.3.1 Germany
    • 5.6.3.2 United Kingdom
    • 5.6.3.3 France
    • 5.6.3.4 Italy
    • 5.6.3.5 Spain
    • 5.6.3.6 Russia
    • 5.6.3.7 Netherlands
    • 5.6.3.8 Rest of Europe
  • 5.6.4 Asia-Pacific
    • 5.6.4.1 China
    • 5.6.4.2 Japan
    • 5.6.4.3 India
    • 5.6.4.4 South Korea
    • 5.6.4.5 Australia and New Zealand
    • 5.6.4.6 Rest of Asia-Pacific
  • 5.6.5 Middle East
    • 5.6.5.1 Saudi Arabia
    • 5.6.5.2 United Arab Emirates
    • 5.6.5.3 Rest of Middle East
  • 5.6.6 Africa
    • 5.6.6.1 South Africa
    • 5.6.6.2 Nigeria
    • 5.6.6.3 Rest of Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Market Concentration
• 6.2 Strategic Moves
• 6.3 Market Share Analysis
• 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments).
  • 6.4.1 Humanyze
  • 6.4.2 Innovisor
  • 6.4.3 Polinode Pty Ltd.
  • 6.4.4 Worklytics Co.
  • 6.4.5 TrustSphere Pte. Ltd.
  • 6.4.6 SWOOP Analytics Pty Ltd.
  • 6.4.7 Network Perspective Sp. z o.o.
  • 6.4.8 Maven Seven Solutions Plc.
  • 6.4.9 Cognitive Talent Solutions Inc.
  • 6.4.10 Glickon S.p.A.
  • 6.4.11 People Yield srl
  • 6.4.12 Edgius Inc.
  • 6.4.13 Panalyt Inc.
  • 6.4.14 Time is Ltd. s.r.o.
  • 6.4.15 Teamspective Oy
  • 6.4.16 Confirm HR, Inc.
  • 6.4.17 Peoplelogic, Inc.
  • 6.4.18 Mentis Talent Technologies Pte. Ltd.
  • 6.4.19 Kumu Inc.
  • 6.4.20 Skyminyr Inc.

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

• 7.1 White-space and unmet-need assessment