企业 AI 知识运营市场（2026—2031）
Mordor 预计，企业 AI 知识运营市场规模将由2026年的161.4亿美元增至2031年的344.4亿美元，期间复合年增长率为16.37%。2025年软件平台占72.83%，云部署占56.28%，北美占44.12%并为最大市场，亚太地区增长最快。
市场研究正文
规模、增长、细分、驱动因素与关键问题
当前质量分 100.00，审核状态 accepted。结构化字段已按 RoboInd 内容层级组织。
核心结论
Mordor 预计，企业 AI 知识运营市场规模将由2026年的161.4亿美元增至2031年的344.4亿美元，期间复合年增长率为16.37%。2025年软件平台占72.83%，云部署占56.28%，北美占44.12%并为最大市场，亚太地区增长最快。
市场走势
结构化指标
| 指标 | 年份 | 数值 | 性质 |
|---|---|---|---|
| 复合年增长率 | 2031 | 16.37% | 机构预测 |
| 市场规模 | 2026 | USD 16.14 billion | 机构预测 |
| 市场规模 | 2031 | USD 34.44 billion | 机构预测 |
细分市场份额
市场结构
| 维度 | 细分项 | 年份 | 份额 |
|---|---|---|---|
| application | enterprise search and knowledge discovery | 2025 | 24.190% |
| deployment_mode | cloud | 2025 | 56.280% |
| geography | North America | 2025 | 44.120% |
| industry_vertical | information technology and telecommunications | 2025 | 25.190% |
| offering | software platforms | 2025 | 72.830% |
关键结论
- application 维度中，enterprise search and knowledge discovery 在 2025 年的公开份额为 24.19%。
- deployment_mode 维度中，cloud 在 2025 年的公开份额为 56.28%。
- geography 维度中，North America 在 2025 年的公开份额为 44.12%。
- industry_vertical 维度中，information technology and telecommunications 在 2025 年的公开份额为 25.19%。
- offering 维度中，software platforms 在 2025 年的公开份额为 72.83%。
主要参与者
- Microsoft Corporation
- ServiceNow, Inc.
- Salesforce, Inc.
- Atlassian Corporation Plc
- Glean Technologies, Inc.
增长驱动因素
| 因素 | 影响 CAGR | 地区相关性 | 影响周期 |
|---|---|---|---|
| Enterprise Knowledge Fragmentation Across SaaS Stacks | +3.500% | Global | Short term (≤ 2 years) |
| Permission-Aware Semantic Search and Grounded Answers | +2.800% | Global, core impact in North America and EU | Short term (≤ 2 years) |
| Copilot-Led Knowledge Workflows | +2.500% | North America and EU, spill-over to Asia-Pacific | Short term (≤ 2 years) |
| Retrieval of Tribal Knowledge for Distributed Teams | +1.800% | Global, pronounced in Asia-Pacific and EU | Medium term (2-4 years) |
| Agent-Ready Knowledge Graphs for Permissioned Autonomous Workflows | +1.500% | North America, EU, Asia-Pacific | Long term (≥ 4 years) |
| Multilingual Knowledge Retrieval for Cross-Border Operations | +1.200% | Asia-Pacific core, spill-over to MEA and EU | Medium term (2-4 years) |
市场制约因素
| 因素 | 影响 CAGR | 地区相关性 | 影响周期 |
|---|---|---|---|
| Hallucination Risk and Limited Trust in AI-Generated Answers | -2.000% | Global | Short term (≤ 2 years) |
| Legacy Repository and Identity-System Integration Complexity | -1.500% | Global, pronounced in EU and Asia-Pacific | Medium term (2-4 years) |
| Data Residency and Cross-Border Knowledge Replication Constraints | -1.000% | EU, Asia-Pacific | Medium term (2-4 years) |
| Stale Permissions and Unowned Enterprise Content | -0.800% | Global | Short term (≤ 2 years) |
报告关注的关键问题
What is the enterprise AI knowledge operations market size?
The enterprise AI knowledge operations market size is USD 16.14 billion in 2026 and is projected to reach USD 34.4 billion by 2031 at a 16.40% CAGR.
What is driving demand for enterprise AI knowledge operations?
Organizations need to connect fragmented SaaS information, enforce permissions, and provide verified knowledge to copilots and AI agents.
Which offering has the largest share of enterprise AI knowledge operations revenue?
Software platforms held 72.83% of revenue in 2025 because companies favor centralized and configurable retrieval systems.
Which deployment model is expanding fastest?
Cloud is projected to expand at a 17.25% CAGR through 2031, supported by managed updates, connectors, and flexible provisioning.
Which application is expanding fastest in enterprise AI knowledge operations?
Employee copilots and productivity assistance are projected to expand at a 17.12% CAGR through 2031.
Which region is expanding fastest?
Asia-Pacific is projected to expand at a 17.36% CAGR through 2031, supported by varied enterprise AI adoption across major markets.
市场概览
- 增长最快市场：亚太地区
- 最大市场：北美
- 市场集中度：中等
查看来源：Mordor Intelligence