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Global Prompt Management Platform Sales Market Report, Competitive Analysis and Regional Opportunities 2026-2032

Industry: Service & Software

Published Date: 2026-08-03

Pages: 178 Pages

Report ld: 6985576

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Related Reports
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biaoTi KEY FINDINGS

North America represents the largest commercial market and the highest concentration of Prompt Management Platform suppliers

Integrated LLMOps suites and cloud-native prompt modules account for the largest portion of enterprise adoption

AI agents and enterprise copilots are becoming the leading sources of incremental prompt lifecycle management demand

Cloud bundling and open-source deployment are increasing pricing pressure on standalone PromptOps products

Prompt Management Platform Market Size(US$)

CAGR 2026-2032

22.2%

Market Size,2032

USD 1,117

Million

Market Snapshot

Market Size in 2026 (Value)

US$ 336 million

Market Forecast in 2032(Value)

US$ 1,117 million

CAGR

22.2%

Years Considered

2021-2032

Base Year

2026

Forecast Period

2026-2032

Source: Secondary research, interviews with experts, and QYResearch analysis

The global Prompt Management Platform market size was US$ 269 million in 2025 and is forecast to reach a readjusted size of US$ 1117 million by 2032 with a CAGR of 22.2% during the forecast period 2026-2032.

Prompt Management Platform refers to software designed to centrally manage system prompts, user prompt templates, agent instructions, variables, model parameters and associated evaluation configurations used in large language model applications and AI agents. The market primarily covers dedicated PromptOps software, prompt registries embedded in LLMOps or AgentOps suites, prompt management functions within AI gateways, open-source managed platforms, and native modules offered by cloud or model-development platforms. Core capabilities typically include centralized prompt storage, version control, change comparison, reusable templates, environment tagging, testing and evaluation, approval workflows, production release, API or SDK retrieval, rollback, access control, audit trails and runtime traceability. These platforms convert prompts from text dispersed across source code, documents and individual workspaces into governed software assets that can be maintained collaboratively by engineering, product, business and compliance teams. Prompt Management Platforms are mainly used in AI agent development, enterprise copilots, retrieval-augmented generation applications, customer service systems, content generation tools, coding assistants and regulated knowledge workflows where prompt quality, consistency, security and change accountability directly affect application performance.

biaoTi MARKET TRENDS

The Prompt Management Platform market is evolving from simple prompt libraries and version-control tools into broader operational control systems for generative AI applications. Enterprise users increasingly expect platforms to connect prompt versions with evaluation datasets, model settings, application environments, runtime traces and approval records, enabling teams to identify which configuration generated a specific output and to reverse unsuccessful changes quickly. Prompt management is also expanding beyond conventional user and system prompts toward agent instructions, tool definitions, behavioral policies and model-routing configurations. As a result, product development is converging with LLMOps, AgentOps, AI observability, AI gateways and governance software. Basic prompt storage is becoming standardized, while competitive differentiation is shifting toward automated evaluation, controlled release, cross-model compatibility, collaborative workflows, private deployment, security controls and integration with software development pipelines. Over the longer term, Prompt Management Platforms are likely to function as part of an AI application control plane rather than remain isolated prompt content-management tools.

MARKET SEGMENTATION

By Company

Amazon Web Services
Google Cloud
OpenAl
Databricks
LangChain
SAP SE
Braintrust
CoreWeave
Arize Al
PromptLayer
Palo Alto Networks
ClickHouse
Alibaba Cloud
HoneyHive
Helicone
Comet
Maxim Al
Parea Al
Baidu Al Cloud
LangWatch
PromptHub
Keywords Al
Latitude
Langtail
Lunary
Volcano Engine

Consumption by Region

North America
- United States
- Canada
Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia-Pacific
Europe
- Germany
- France
- U.K.
- Italy
- Netherlands
- Nordic Countries
- Rest of Europe
Latin America
- Mexico
- Brazil
- Rest of Latin America
Middle East & Africa
- Turkey
- Saudi Arabia
- UAE
- Rest of MEA

Segment by Type

Dedicated PromptOps Platform
Integrated LLMOps
Others

Segment by Application

Al Agents and Copilots
RAG and Knowledge Applications
Customer Service and Sales
Others

Segment by Category

Registry and Versioning-led
Evaluation and Optimization-led
Deployment and Governance-led
Others

Segment by Division

Cloud-based
On-premise

biaoTi MARKET DYNAMICS

Drivers

Market demand is being driven by the transition of generative AI applications from experimentation to production deployment. As enterprises operate more AI agents, copilots and retrieval-augmented applications, prompt changes must be tested, reviewed and released with controls comparable to software code and configuration changes. Frequent model upgrades, multi-model strategies and the need to separate prompts from application source code further increase demand for centralized prompt registries. Enterprise governance requirements, including role-based access, approval workflows, audit logs and traceability, are also expanding the addressable customer base beyond engineering teams to business, risk and compliance departments. In addition, product managers and domain specialists increasingly participate directly in prompt development, creating demand for collaborative interfaces that reduce dependence on conventional code-release cycles.

Restraints

The market is constrained by the growing availability of prompt management functions bundled into cloud AI platforms, foundation-model platforms and broader LLMOps products. These native capabilities reduce customers’ willingness to purchase a separate platform for basic storage and version control. Open-source prompt registries and self-hosted tools also provide capable alternatives for technically mature organizations, placing pressure on subscription pricing. Another limitation is that many enterprises still manage a relatively small number of production prompts and may not perceive sufficient value in deploying a dedicated system. The absence of a uniform definition for prompt management further complicates procurement, as functions are frequently packaged together with evaluation, observability, gateways and model operations, making product comparison and budget allocation less transparent.

Opportunities

The largest opportunities are emerging in full-lifecycle prompt and agent configuration management. Platforms that can govern prompts, agent instructions, tools, model settings, evaluation datasets and runtime policies within a single control framework are positioned to capture higher-value enterprise contracts. Regulated industries offer additional potential because financial services, healthcare, legal services and government organizations require traceable changes, private deployment, approval processes and data-residency controls. Cross-model and cross-cloud prompt management also represents an attractive opportunity as enterprises increasingly avoid dependence on a single model provider. Further opportunities exist in automated prompt optimization, regression testing, multilingual prompt governance, vertical templates and integration with continuous integration and continuous delivery systems. Markets where enterprise AI adoption is expanding but independent PromptOps supply remains limited, particularly in parts of Asia, may provide additional room for localized and private-deployment products.

Challenges

Prompt Management Platform providers face the strategic challenge of maintaining a distinct commercial category as prompt functionality becomes embedded in larger AI infrastructure products. Vendors must demonstrate measurable improvements in application quality, release speed, operating cost or compliance outcomes rather than relying on version control as a standalone value proposition. Technical challenges include maintaining consistent prompt behavior across different models, evaluating nondeterministic outputs, controlling dependencies between prompts and tools, and preserving compatibility when foundation models are updated. The market also lacks broadly accepted standards for prompt packaging, metadata, environment promotion and agent configuration. Smaller suppliers face additional pressure from high enterprise sales costs, security requirements and the need to support private infrastructure while competing with well-funded cloud and developer-platform companies.

biaoTi VALUE CHAIN ANALYSIS

The upstream layer of the Prompt Management Platform value chain consists of foundation-model providers, cloud infrastructure, model APIs, application-development frameworks, evaluation models, vector databases, identity services and software-development infrastructure. These technologies provide the inference capacity, model interfaces, data environments and integration mechanisms required to create, test and operate prompts. Dependence on upstream model interfaces remains significant because changes in model behavior, API formats, tool-calling structures or context capabilities can require prompt platforms to update their testing, metadata and deployment systems. Model-neutral architecture and broad integration coverage therefore represent important sources of platform value.

The midstream layer includes dedicated PromptOps providers, LLMOps and AgentOps platforms, AI observability vendors, AI gateways, open-source managed platforms and cloud-native prompt management modules. Value is created by reducing prompt-related release time, preventing quality regressions, enabling controlled collaboration and providing an auditable relationship between prompt versions and production outputs. The downstream layer comprises AI software developers, enterprise AI teams, business departments and regulated organizations deploying agents, copilots, RAG systems and automated knowledge workflows. The business has a largely software-oriented cost structure, with spending concentrated in product development, model and evaluation usage, trace storage, cybersecurity, enterprise integration, sales and customer support. SaaS delivery can support attractive scalability, although private deployments, complex integrations and compute-intensive evaluation workloads may increase implementation and service costs.

biaoTi SEGMENT INSIGHTS

By product scope, integrated LLMOps or AgentOps suites and cloud-native modules currently represent the largest commercial segment because they combine prompt management with evaluation, tracing, model access and application operations under existing enterprise contracts. Dedicated PromptOps platforms form a smaller but strategically important segment, particularly for customers requiring model neutrality, specialized prompt collaboration and faster product iteration. AI gateways with prompt management are gaining relevance where enterprises seek to centralize model routing, authentication, cost control and prompt configuration. Open-source platforms are influential in developer adoption and self-hosted environments, although their direct revenue contribution is generally lower than their installed usage.

By deployment model, multi-tenant SaaS remains the preferred option for development teams seeking rapid implementation, while dedicated cloud, virtual private cloud and self-hosted deployment are more important among large enterprises and regulated users. Full-lifecycle control platforms covering registry, evaluation, deployment, tracing and governance are expected to gain share relative to products focused only on storage and versioning. Enterprise contracts and usage-based pricing are also becoming more important than simple seat-based subscriptions as prompt management becomes connected to model requests, evaluation runs and production traces.

biaoTi DOWNSTREAM MARKET OPPORTUNITIES

AI agents and enterprise copilots represent the most important downstream opportunity because their behavior depends on combinations of system instructions, tool definitions, context rules and model configurations that change frequently over time. Retrieval-augmented generation, customer service automation and internal knowledge assistants also create sustained demand for controlled prompt testing and release. Regulated knowledge workflows are particularly attractive because prompt versions may influence customer communications, recommendations and automated decisions, making auditability and approval essential. As business users participate more directly in AI application design, platforms that combine technical controls with accessible editing, review and experimentation interfaces are likely to achieve broader organizational adoption.

biaoTi REGIONAL INSIGHTS

Fastest-Growing Region: Asia Pacific

North America is the largest regional market, supported by the concentration of foundation-model companies, cloud providers, AI developer platforms, specialist PromptOps vendors and enterprise generative AI investment. The region also has the most active acquisition and financing environment, encouraging prompt management capabilities to be integrated into larger AI infrastructure portfolios. Europe maintains a strong position in open-source, self-hosted and privacy-oriented products, supported by customer demand for data control and transparent deployment. European suppliers are particularly active in combining prompt management with observability, evaluation and developer tooling.

XX.X
%
CAGR*
XXXX
US$ Million
XXXX
REGIONAL SHARE

BY TYPE,2021-2032(US $ MILLION)

Dedicated PromptOps Platform

Integrated LLMOps

Others

BY APPLICATION，2021-2032(US $ MILLION）

Al Agents and Copilots

RAG and Knowledge Applications

Customer Service and Sales

Others

China’s market is currently led by prompt template and management capabilities embedded in major cloud and model-development platforms, while the independent specialist supplier base remains comparatively early-stage. India and Israel are developing competitive positions in AI gateways, enterprise LLMOps and developer infrastructure. Japan, South Korea, Taiwan and Southeast Asia largely rely on global platforms, internal development and broader cloud services, although localization, private deployment and regional-language requirements may create opportunities for new domestic providers.

biaoTi COMPETITIVE LANDSCAPE ANALYSIS

The Prompt Management Platform market has a fragmented and multilayered competitive structure rather than a single group of dominant standalone suppliers. Large cloud and model-platform companies compete through distribution, integrated model access and existing enterprise relationships, while integrated LLMOps and AgentOps vendors differentiate through evaluation, tracing, datasets and application-development workflows. Dedicated PromptOps companies compete through model-neutral architecture, specialized collaboration, rapid version release and more intuitive interfaces for non-engineering users. AI gateway vendors use centralized traffic control, security and cost management to extend into prompt configuration, while open-source platforms compete through flexibility, transparency and self-hosted deployment. Recent acquisitions of specialist LLMOps and AI gateway assets by larger AI infrastructure, database and cybersecurity companies indicate that consolidation is becoming an important strategic feature. Future market leadership will depend on the ability to govern the complete configuration of AI applications and agents, integrate with enterprise security and development systems, support multiple model providers and demonstrate measurable improvements in quality, reliability and operational control.

biaoTi REPORT SCOPE

The global Prompt Management Platform market is strategically segmented by company, region (country), by Type, and by Application. This report empowers stakeholders to capitalize on emerging opportunities, optimize product strategies, and outperform competitors through data-driven insights on revenue and forecasts across regions, by Type, and by Application for 2021-2032.

biaoTi CHAPTER OUTLINE

Chapter 1: Report scope, executive summary, and market evolution scenarios (short/mid/long term)

Chapter 2: Quantitative analysis of Prompt Management Platform market size and growth potential at global, regional, and country levels

Chapter 3: Competitive benchmarking of manufacturers (revenue, market share, M&A, R&D focus)

Chapter 4: Type-based segmentation analysis – Uncovering blue ocean markets

Chapter 5: Application-based segmentation analysis – High-growth downstream opportunities

Chapter 6: Regional revenue breakdown by company, type, application and customer

Chapter 7: Key manufacturer profiles – Financials, product portfolios, and strategic developments

Chapter 8: Market dynamics – Drivers, restraints, regulatory impacts, and risk mitigation strategies

Chapter 9: Actionable conclusions and strategic recommendations.

WHY THIS REPORT

Beyond standard market data, this analysis provides a clear profitability roadmap, empowering you to:

Unlike generic global market reports, this study combines macro-level industry trends with hyper-local operational intelligence, empowering data-driven decisions across the Prompt Management Platform value chain, addressing:

- Market entry risks/opportunities by region

- Product mix optimization based on local practices

- Competitor tactics in fragmented vs. consolidated markets

biaoTi QYRESEARCH'S STRENGTHS

Market entry risks/opportunities by region

We identify regional market threats and growth prospects to guide your overseas layout.

Product mix optimization based on local practices

We adjust product portfolios in line with local consumption habits.

Competitor tactics in fragmented vs. consolidated markets

We unpack rivals’ operation strategies for scattered and highly concentrated industries.

Full Research Coverage

We cover competition landscape, full supply chain and quantified market size data, and deliver tailor-made customized surveys to meet your unique business demands.

19 Years Industry Expertise

We own self-owned massive exclusive databases, backed by 19 years of global market research experience across thousands of sectors.

24/7 Fast Report Delivery

Our team operates 24 hours a day, 365 days a year, enabling ultra-fast report turnaround to respond to your research needs efficiently.

Localized Strategic Analysis

We integrate regional risk assessment, localized product optimization and competitor analysis to deliver actionable market strategies.

Market entry risks/opportunities by region

All data is cross-verified from multiple industry sources to deliver thorough, precise analysis that supports reliable corporate strategic decisions.

Market entry risks/opportunities by region

We provide responsive, dedicated after-sales support to resolve all follow-up inquiries about reports, data and industry interpretation.

TABLE OF CONTENTS

1 Report Overview

1.1 Study Scope

1.2 Market by Type

1.2.1 Global Market Size and Growth by Type: 2021 vs 2025 vs 2032

1.2.2 Dedicated PromptOps Platform

1.2.3 Integrated LLMOps

1.2.4 Others

1.3 Market by Application

1.3.1 Global Market Share by Application: 2021 vs 2025 vs 2032

1.3.2 Al Agents and Copilots

1.3.3 RAG and Knowledge Applications

1.3.4 Customer Service and Sales

1.3.5 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Prompt Management Platform Market Perspective (2021-2032)

2.2 Global Market Size by Region: 2021 vs 2025 vs 2032

2.3 Global Prompt Management Platform Market Share by Revenue, by Region (2021-2026)

2.4 Global Prompt Management Platform Revenue Forecast by Region (2027-2032)

2.5 Major Regions and Emerging Markets Analysis

2.5.1 North America Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.2 Europe Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.3 China Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.4 Japan Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.5 Southeast Asia Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.6 India Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.7 South America Prompt Management Platform Market Size and Prospective (2021-2032)

2.5.8 Middle East Prompt Management Platform Market Size and Prospective (2021-2032)

3 Breakdown Data by Type

3.1 Global Prompt Management Platform Historical Market Size by Type (2021-2026)

3.2 Global Prompt Management Platform Forecasted Market Size by Type (2027-2032)

3.3 Representative Players for Different Types of Prompt Management Platform

4 Breakdown Data by Application

4.1 Global Prompt Management Platform Historical Market Size by Application (2021-2026)

4.2 Global Prompt Management Platform Forecasted Market Size by Application (2027-2032)

4.3 New Sources of Growth in Prompt Management Platform Applications

5 Competitive Landscape by Players

5.1 Global Top Players by Revenue

5.1.1 Global Top Prompt Management Platform Players by Revenue (2021-2026)

5.1.2 Global Prompt Management Platform Market Share by Revenue, by Players (2021-2026)

5.2 Global Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

5.3 Players Covered: Ranking by Prompt Management Platform Revenue

5.4 Global Prompt Management Platform Market Concentration Analysis

5.4.1 Global Prompt Management Platform Market Concentration Ratio (CR5 and HHI)

5.4.2 Global Top 10 and Top 5 Companies by Prompt Management Platform Revenue in 2025

5.5 Global Key Players of Prompt Management Platform Head Offices and Areas Served

5.6 Global Key Players of Prompt Management Platform, Product and Application

5.7 Global Key Players of Prompt Management Platform, Date of Entry into This Industry

5.8 Mergers & Acquisitions, Expansion Plans

6 Region Analysis

6.1 North America Market: Players, Segments, Downstream and Major Customers

6.1.1 North America Prompt Management Platform Revenue by Company (2021-2026)

6.1.2 North America Market Size by Type

6.1.2.1 North America Prompt Management Platform Market Size by Type (2021-2026)

6.1.2.2 North America Prompt Management Platform Market Share by Type (2021-2026)

6.1.3 North America Market Size by Application

6.1.3.1 North America Prompt Management Platform Market Size by Application (2021-2026)

6.1.3.2 North America Prompt Management Platform Market Share by Application (2021-2026)

6.1.4 North America Prompt Management Platform Major Customers

6.1.5 North America Market Trends and Opportunities

6.2 Europe Market: Players, Segments, Downstream and Major Customers

6.2.1 Europe Prompt Management Platform Revenue by Company (2021-2026)

6.2.2 Europe Market Size by Type

6.2.2.1 Europe Prompt Management Platform Market Size by Type (2021-2026)

6.2.2.2 Europe Prompt Management Platform Market Share by Type (2021-2026)

6.2.3 Europe Market Size by Application

6.2.3.1 Europe Prompt Management Platform Market Size by Application (2021-2026)

6.2.3.2 Europe Prompt Management Platform Market Share by Application (2021-2026)

6.2.4 Europe Prompt Management Platform Major Customers

6.2.5 Europe Market Trends and Opportunities

6.3 China Market: Players, Segments, Downstream and Major Customers

6.3.1 China Prompt Management Platform Revenue by Company (2021-2026)

6.3.2 China Market Size by Type

6.3.2.1 China Prompt Management Platform Market Size by Type (2021-2026)

6.3.2.2 China Prompt Management Platform Market Share by Type (2021-2026)

6.3.3 China Market Size by Application

6.3.3.1 China Prompt Management Platform Market Size by Application (2021-2026)

6.3.3.2 China Prompt Management Platform Market Share by Application (2021-2026)

6.3.4 China Prompt Management Platform Major Customers

6.3.5 China Market Trends and Opportunities

6.4 Japan Market: Players, Segments, Downstream and Major Customers

6.4.1 Japan Prompt Management Platform Revenue by Company (2021-2026)

6.4.2 Japan Market Size by Type

6.4.2.1 Japan Prompt Management Platform Market Size by Type (2021-2026)

6.4.2.2 Japan Prompt Management Platform Market Share by Type (2021-2026)

6.4.3 Japan Market Size by Application

6.4.3.1 Japan Prompt Management Platform Market Size by Application (2021-2026)

6.4.3.2 Japan Prompt Management Platform Market Share by Application (2021-2026)

6.4.4 Japan Prompt Management Platform Major Customers

6.4.5 Japan Market Trends and Opportunities

6.5 Southeast Asia Market: Players, Segments, Downstream and Major Customers

6.5.1 Southeast Asia Prompt Management Platform Revenue by Company (2021-2026)

6.5.2 Southeast Asia Market Size by Type

6.5.2.1 Southeast Asia Prompt Management Platform Market Size by Type (2021-2026)

6.5.2.2 Southeast Asia Prompt Management Platform Market Share by Type (2021-2026)

6.5.3 Southeast Asia Market Size by Application

6.5.3.1 Southeast Asia Prompt Management Platform Market Size by Application (2021-2026)

6.5.3.2 Southeast Asia Prompt Management Platform Market Share by Application (2021-2026)

6.5.4 Southeast Asia Prompt Management Platform Major Customers

6.5.5 Southeast Asia Market Trends and Opportunities

6.6 India Market: Players, Segments, Downstream and Major Customers

6.6.1 India Prompt Management Platform Revenue by Company (2021-2026)

6.6.2 India Market Size by Type

6.6.2.1 India Prompt Management Platform Market Size by Type (2021-2026)

6.6.2.2 India Prompt Management Platform Market Share by Type (2021-2026)

6.6.3 India Market Size by Application

6.6.3.1 India Prompt Management Platform Market Size by Application (2021-2026)

6.6.3.2 India Prompt Management Platform Market Share by Application (2021-2026)

6.6.4 India Prompt Management Platform Major Customers

6.6.5 India Market Trends and Opportunities

7 Key Player Profiles

7.1 Amazon Web Services

7.1.1 Amazon Web Services Company Details

7.1.2 Amazon Web Services Business Overview

7.1.3 Amazon Web Services Prompt Management Platform Introduction

7.1.4 Amazon Web Services Revenue in Prompt Management Platform Business (2021-2026)

7.1.5 Amazon Web Services Recent Development

7.2 Google Cloud

7.2.1 Google Cloud Company Details

7.2.2 Google Cloud Business Overview

7.2.3 Google Cloud Prompt Management Platform Introduction

7.2.4 Google Cloud Revenue in Prompt Management Platform Business (2021-2026)

7.2.5 Google Cloud Recent Development

7.3 OpenAl

7.3.1 OpenAl Company Details

7.3.2 OpenAl Business Overview

7.3.3 OpenAl Prompt Management Platform Introduction

7.3.4 OpenAl Revenue in Prompt Management Platform Business (2021-2026)

7.3.5 OpenAl Recent Development

7.4 Databricks

7.4.1 Databricks Company Details

7.4.2 Databricks Business Overview

7.4.3 Databricks Prompt Management Platform Introduction

7.4.4 Databricks Revenue in Prompt Management Platform Business (2021-2026)

7.4.5 Databricks Recent Development

7.5 LangChain

7.5.1 LangChain Company Details

7.5.2 LangChain Business Overview

7.5.3 LangChain Prompt Management Platform Introduction

7.5.4 LangChain Revenue in Prompt Management Platform Business (2021-2026)

7.5.5 LangChain Recent Development

7.6 SAP SE

7.6.1 SAP SE Company Details

7.6.2 SAP SE Business Overview

7.6.3 SAP SE Prompt Management Platform Introduction

7.6.4 SAP SE Revenue in Prompt Management Platform Business (2021-2026)

7.6.5 SAP SE Recent Development

7.7 Braintrust

7.7.1 Braintrust Company Details

7.7.2 Braintrust Business Overview

7.7.3 Braintrust Prompt Management Platform Introduction

7.7.4 Braintrust Revenue in Prompt Management Platform Business (2021-2026)

7.7.5 Braintrust Recent Development

7.8 CoreWeave

7.8.1 CoreWeave Company Details

7.8.2 CoreWeave Business Overview

7.8.3 CoreWeave Prompt Management Platform Introduction

7.8.4 CoreWeave Revenue in Prompt Management Platform Business (2021-2026)

7.8.5 CoreWeave Recent Development

7.9 Arize Al

7.9.1 Arize Al Company Details

7.9.2 Arize Al Business Overview

7.9.3 Arize Al Prompt Management Platform Introduction

7.9.4 Arize Al Revenue in Prompt Management Platform Business (2021-2026)

7.9.5 Arize Al Recent Development

7.10 PromptLayer

7.10.1 PromptLayer Company Details

7.10.2 PromptLayer Business Overview

7.10.3 PromptLayer Prompt Management Platform Introduction

7.10.4 PromptLayer Revenue in Prompt Management Platform Business (2021-2026)

7.10.5 PromptLayer Recent Development

7.11 Palo Alto Networks

7.11.1 Palo Alto Networks Company Details

7.11.2 Palo Alto Networks Business Overview

7.11.3 Palo Alto Networks Prompt Management Platform Introduction

7.11.4 Palo Alto Networks Revenue in Prompt Management Platform Business (2021-2026)

7.11.5 Palo Alto Networks Recent Development

7.12 ClickHouse

7.12.1 ClickHouse Company Details

7.12.2 ClickHouse Business Overview

7.12.3 ClickHouse Prompt Management Platform Introduction

7.12.4 ClickHouse Revenue in Prompt Management Platform Business (2021-2026)

7.12.5 ClickHouse Recent Development

7.13 Alibaba Cloud

7.13.1 Alibaba Cloud Company Details

7.13.2 Alibaba Cloud Business Overview

7.13.3 Alibaba Cloud Prompt Management Platform Introduction

7.13.4 Alibaba Cloud Revenue in Prompt Management Platform Business (2021-2026)

7.13.5 Alibaba Cloud Recent Development

7.14 HoneyHive

7.14.1 HoneyHive Company Details

7.14.2 HoneyHive Business Overview

7.14.3 HoneyHive Prompt Management Platform Introduction

7.14.4 HoneyHive Revenue in Prompt Management Platform Business (2021-2026)

7.14.5 HoneyHive Recent Development

7.15 Helicone

7.15.1 Helicone Company Details

7.15.2 Helicone Business Overview

7.15.3 Helicone Prompt Management Platform Introduction

7.15.4 Helicone Revenue in Prompt Management Platform Business (2021-2026)

7.15.5 Helicone Recent Development

7.16 Comet

7.16.1 Comet Company Details

7.16.2 Comet Business Overview

7.16.3 Comet Prompt Management Platform Introduction

7.16.4 Comet Revenue in Prompt Management Platform Business (2021-2026)

7.16.5 Comet Recent Development

7.17 Maxim Al

7.17.1 Maxim Al Company Details

7.17.2 Maxim Al Business Overview

7.17.3 Maxim Al Prompt Management Platform Introduction

7.17.4 Maxim Al Revenue in Prompt Management Platform Business (2021-2026)

7.17.5 Maxim Al Recent Development

7.18 Parea Al

7.18.1 Parea Al Company Details

7.18.2 Parea Al Business Overview

7.18.3 Parea Al Prompt Management Platform Introduction

7.18.4 Parea Al Revenue in Prompt Management Platform Business (2021-2026)

7.18.5 Parea Al Recent Development

7.19 Baidu Al Cloud

7.19.1 Baidu Al Cloud Company Details

7.19.2 Baidu Al Cloud Business Overview

7.19.3 Baidu Al Cloud Prompt Management Platform Introduction

7.19.4 Baidu Al Cloud Revenue in Prompt Management Platform Business (2021-2026)

7.19.5 Baidu Al Cloud Recent Development

7.20 LangWatch

7.20.1 LangWatch Company Details

7.20.2 LangWatch Business Overview

7.20.3 LangWatch Prompt Management Platform Introduction

7.20.4 LangWatch Revenue in Prompt Management Platform Business (2021-2026)

7.20.5 LangWatch Recent Development

7.21 PromptHub

7.21.1 PromptHub Company Details

7.21.2 PromptHub Business Overview

7.21.3 PromptHub Prompt Management Platform Introduction

7.21.4 PromptHub Revenue in Prompt Management Platform Business (2021-2026)

7.21.5 PromptHub Recent Development

7.22 Keywords Al

7.22.1 Keywords Al Company Details

7.22.2 Keywords Al Business Overview

7.22.3 Keywords Al Prompt Management Platform Introduction

7.22.4 Keywords Al Revenue in Prompt Management Platform Business (2021-2026)

7.22.5 Keywords Al Recent Development

7.23 Latitude

7.23.1 Latitude Company Details

7.23.2 Latitude Business Overview

7.23.3 Latitude Prompt Management Platform Introduction

7.23.4 Latitude Revenue in Prompt Management Platform Business (2021-2026)

7.23.5 Latitude Recent Development

7.24 Langtail

7.24.1 Langtail Company Details

7.24.2 Langtail Business Overview

7.24.3 Langtail Prompt Management Platform Introduction

7.24.4 Langtail Revenue in Prompt Management Platform Business (2021-2026)

7.24.5 Langtail Recent Development

7.25 Lunary

7.25.1 Lunary Company Details

7.25.2 Lunary Business Overview

7.25.3 Lunary Prompt Management Platform Introduction

7.25.4 Lunary Revenue in Prompt Management Platform Business (2021-2026)

7.25.5 Lunary Recent Development

7.26 Volcano Engine

7.26.1 Volcano Engine Company Details

7.26.2 Volcano Engine Business Overview

7.26.3 Volcano Engine Prompt Management Platform Introduction

7.26.4 Volcano Engine Revenue in Prompt Management Platform Business (2021-2026)

7.26.5 Volcano Engine Recent Development

8 Prompt Management Platform Market Dynamics

8.1 Prompt Management Platform Industry Trends

8.2 Prompt Management Platform Market Drivers

8.3 Prompt Management Platform Market Challenges

8.4 Prompt Management Platform Market Restraints

9 Research Findings and Conclusion

10 Appendix

10.1 Research Methodology

10.1.1 Methodology/Research Approach

10.1.1.1 Research Programs/Design

10.1.1.2 Market Size Estimation

10.1.1.3 Market Breakdown and Data Triangulation

10.1.2 Data Source

10.1.2.1 Secondary Sources

10.1.2.2 Primary Sources

10.2 Author Details

10.3 Disclaimer

TABLE OF FIGURES

List of Tables

Table 1. Global Prompt Management Platform Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032

Table 2. Global Prompt Management Platform Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032

Table 3. Global Market Prompt Management Platform Market Size (US$ Million) by Region:2021 vs 2025 vs 2032

Table 4. Global Prompt Management Platform Revenue (US$ Million) Market Share by Region (2021-2026)

Table 5. Global Prompt Management Platform Revenue Share by Region (2021-2026)

Table 6. Global Prompt Management Platform Revenue (US$ Million) Forecast by Region (2027-2032)

Table 7. Global Prompt Management Platform Revenue Share Forecast by Region (2027-2032)

Table 8. Global Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 9. Global Prompt Management Platform Market Share by Revenue, by Type (2021-2026)

Table 10. Global Prompt Management Platform Forecasted Market Size by Type (2027-2032) & (US$ Million)

Table 11. Global Prompt Management Platform Market Share by Revenue, by Type (2027-2032)

Table 12. Representative Players of Each Type

Table 13. Global Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 14. Global Prompt Management Platform Market Share by Revenue, by Application (2021-2026)

Table 15. Global Prompt Management Platform Forecasted Market Size by Application (2027-2032) & (US$ Million)

Table 16. Global Prompt Management Platform Market Share by Revenue, by Application (2027-2032)

Table 17. New Sources of Growth in Prompt Management Platform Applications

Table 18. Global Prompt Management Platform Revenue by Players (2021-2026) & (US$ Million)

Table 19. Global Prompt Management Platform Market Share by Players (2021-2026)

Table 20. Global Top Prompt Management Platform Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Prompt Management Platform as of 2025)

Table 21. Ranking of Global Top Prompt Management Platform Companies by Revenue (US$ Million) in 2025

Table 22. Global 5 Largest Players Market Share by Prompt Management Platform Revenue (CR5 and HHI) & (2021-2026)

Table 23. Global Key Players of Prompt Management Platform, Headquarters and Area Served

Table 24. Global Key Players of Prompt Management Platform, Product and Application

Table 25. Global Key Players of Prompt Management Platform, Date of Entry into This Industry

Table 26. Mergers & Acquisitions, Expansion Plans

Table 27. North America Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 28. North America Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 29. North America Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 30. North America Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 31. Europe Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 32. Europe Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 33. Europe Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 34. Europe Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 35. China Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 36. China Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 37. China Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 38. China Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 39. Japan Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 40. Japan Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 41. Japan Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 42. Japan Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 43. Southeast Asia Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 44. Southeast Asia Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 45. Southeast Asia Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 46. Southeast Asia Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 47. India Prompt Management Platform Revenue by Company (2021-2026) & (US$ Million)

Table 48. India Prompt Management Platform Market Share by Revenue, by Company (2021-2026)

Table 49. India Prompt Management Platform Market Size by Type (2021-2026) & (US$ Million)

Table 50. India Prompt Management Platform Market Size by Application (2021-2026) & (US$ Million)

Table 51. Amazon Web Services Company Details

Table 52. Amazon Web Services Business Overview

Table 53. Amazon Web Services Prompt Management Platform Product

Table 54. Amazon Web Services Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 55. Amazon Web Services Recent Development

Table 56. Google Cloud Company Details

Table 57. Google Cloud Business Overview

Table 58. Google Cloud Prompt Management Platform Product

Table 59. Google Cloud Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 60. Google Cloud Recent Development

Table 61. OpenAl Company Details

Table 62. OpenAl Business Overview

Table 63. OpenAl Prompt Management Platform Product

Table 64. OpenAl Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 65. OpenAl Recent Development

Table 66. Databricks Company Details

Table 67. Databricks Business Overview

Table 68. Databricks Prompt Management Platform Product

Table 69. Databricks Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 70. Databricks Recent Development

Table 71. LangChain Company Details

Table 72. LangChain Business Overview

Table 73. LangChain Prompt Management Platform Product

Table 74. LangChain Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 75. LangChain Recent Development

Table 76. SAP SE Company Details

Table 77. SAP SE Business Overview

Table 78. SAP SE Prompt Management Platform Product

Table 79. SAP SE Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 80. SAP SE Recent Development

Table 81. Braintrust Company Details

Table 82. Braintrust Business Overview

Table 83. Braintrust Prompt Management Platform Product

Table 84. Braintrust Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 85. Braintrust Recent Development

Table 86. CoreWeave Company Details

Table 87. CoreWeave Business Overview

Table 88. CoreWeave Prompt Management Platform Product

Table 89. CoreWeave Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 90. CoreWeave Recent Development

Table 91. Arize Al Company Details

Table 92. Arize Al Business Overview

Table 93. Arize Al Prompt Management Platform Product

Table 94. Arize Al Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 95. Arize Al Recent Development

Table 96. PromptLayer Company Details

Table 97. PromptLayer Business Overview

Table 98. PromptLayer Prompt Management Platform Product

Table 99. PromptLayer Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 100. PromptLayer Recent Development

Table 101. Palo Alto Networks Company Details

Table 102. Palo Alto Networks Business Overview

Table 103. Palo Alto Networks Prompt Management Platform Product

Table 104. Palo Alto Networks Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 105. Palo Alto Networks Recent Development

Table 106. ClickHouse Company Details

Table 107. ClickHouse Business Overview

Table 108. ClickHouse Prompt Management Platform Product

Table 109. ClickHouse Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 110. ClickHouse Recent Development

Table 111. Alibaba Cloud Company Details

Table 112. Alibaba Cloud Business Overview

Table 113. Alibaba Cloud Prompt Management Platform Product

Table 114. Alibaba Cloud Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 115. Alibaba Cloud Recent Development

Table 116. HoneyHive Company Details

Table 117. HoneyHive Business Overview

Table 118. HoneyHive Prompt Management Platform Product

Table 119. HoneyHive Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 120. HoneyHive Recent Development

Table 121. Helicone Company Details

Table 122. Helicone Business Overview

Table 123. Helicone Prompt Management Platform Product

Table 124. Helicone Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 125. Helicone Recent Development

Table 126. Comet Company Details

Table 127. Comet Business Overview

Table 128. Comet Prompt Management Platform Product

Table 129. Comet Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 130. Comet Recent Development

Table 131. Maxim Al Company Details

Table 132. Maxim Al Business Overview

Table 133. Maxim Al Prompt Management Platform Product

Table 134. Maxim Al Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 135. Maxim Al Recent Development

Table 136. Parea Al Company Details

Table 137. Parea Al Business Overview

Table 138. Parea Al Prompt Management Platform Product

Table 139. Parea Al Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 140. Parea Al Recent Development

Table 141. Baidu Al Cloud Company Details

Table 142. Baidu Al Cloud Business Overview

Table 143. Baidu Al Cloud Prompt Management Platform Product

Table 144. Baidu Al Cloud Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 145. Baidu Al Cloud Recent Development

Table 146. LangWatch Company Details

Table 147. LangWatch Business Overview

Table 148. LangWatch Prompt Management Platform Product

Table 149. LangWatch Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 150. LangWatch Recent Development

Table 151. PromptHub Company Details

Table 152. PromptHub Business Overview

Table 153. PromptHub Prompt Management Platform Product

Table 154. PromptHub Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 155. PromptHub Recent Development

Table 156. Keywords Al Company Details

Table 157. Keywords Al Business Overview

Table 158. Keywords Al Prompt Management Platform Product

Table 159. Keywords Al Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 160. Keywords Al Recent Development

Table 161. Latitude Company Details

Table 162. Latitude Business Overview

Table 163. Latitude Prompt Management Platform Product

Table 164. Latitude Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 165. Latitude Recent Development

Table 166. Langtail Company Details

Table 167. Langtail Business Overview

Table 168. Langtail Prompt Management Platform Product

Table 169. Langtail Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 170. Langtail Recent Development

Table 171. Lunary Company Details

Table 172. Lunary Business Overview

Table 173. Lunary Prompt Management Platform Product

Table 174. Lunary Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 175. Lunary Recent Development

Table 176. Volcano Engine Company Details

Table 177. Volcano Engine Business Overview

Table 178. Volcano Engine Prompt Management Platform Product

Table 179. Volcano Engine Revenue in Prompt Management Platform Business (2021-2026) & (US$ Million)

Table 180. Volcano Engine Recent Development

Table 181. Prompt Management Platform Market Trends

Table 182. Prompt Management Platform Market Drivers

Table 183. Prompt Management Platform Market Challenges

Table 184. Prompt Management Platform Market Restraints

Table 185. Research Programs/Design for This Report

Table 186. Key Data Information from Secondary Sources

Table 187. Key Data Information from Primary Sources

List of Figures

Figure 1. Prompt Management Platform Product Picture

Figure 2. Global Prompt Management Platform Market Share by Type: 2025 vs 2032

Figure 3. Dedicated PromptOps Platform Features

Figure 4. Integrated LLMOps Features

Figure 5. Others Features

Figure 6. Global Prompt Management Platform Market Share by Application: 2025 vs 2032

Figure 7. Al Agents and Copilots

Figure 8. RAG and Knowledge Applications

Figure 9. Customer Service and Sales

Figure 10. Others

Figure 11. Prompt Management Platform Report Years Considered

Figure 12. Global Prompt Management Platform Market Size (US$ Million), Year-over-Year: 2021-2032

Figure 13. Global Prompt Management Platform Market Size, (US$ Million), 2021 vs 2025 vs 2032

Figure 14. Global Prompt Management Platform Market Share by Revenue, by Region: 2021 vs 2025

Figure 15. North America Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 16. Europe Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 17. China Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 18. Japan Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 19. Southeast Asia Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 20. India Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 21. South America Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 22. Middle East Prompt Management Platform Revenue (US$ Million) Growth Rate (2021-2032)

Figure 23. Global Prompt Management Platform Market Share by Players in 2025

Figure 24. Global Top Prompt Management Platform Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Prompt Management Platform as of 2025)

Figure 25. The Top 10 and 5 Players Market Share by Prompt Management Platform Revenue in 2025

Figure 26. North America Prompt Management Platform Market Share by Type (2021-2026)

Figure 27. North America Prompt Management Platform Market Share by Application (2021-2026)

Figure 28. Europe Prompt Management Platform Market Share by Type (2021-2026)

Figure 29. Europe Prompt Management Platform Market Share by Application (2021-2026)

Figure 30. China Prompt Management Platform Market Share by Type (2021-2026)

Figure 31. China Prompt Management Platform Market Share by Application (2021-2026)

Figure 32. Japan Prompt Management Platform Market Share by Type (2021-2026)

Figure 33. Japan Prompt Management Platform Market Share by Application (2021-2026)

Figure 34. Southeast Asia Prompt Management Platform Market Share by Type (2021-2026)

Figure 35. Southeast Asia Prompt Management Platform Market Share by Application (2021-2026)

Figure 36. India Prompt Management Platform Market Share by Type (2021-2026)

Figure 37. India Prompt Management Platform Market Share by Application (2021-2026)

Figure 38. Amazon Web Services Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 39. Google Cloud Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 40. OpenAl Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 41. Databricks Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 42. LangChain Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 43. SAP SE Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 44. Braintrust Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 45. CoreWeave Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 46. Arize Al Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 47. PromptLayer Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 48. Palo Alto Networks Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 49. ClickHouse Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 50. Alibaba Cloud Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 51. HoneyHive Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 52. Helicone Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 53. Comet Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 54. Maxim Al Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 55. Parea Al Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 56. Baidu Al Cloud Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 57. LangWatch Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 58. PromptHub Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 59. Keywords Al Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 60. Latitude Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 61. Langtail Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 62. Lunary Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 63. Volcano Engine Revenue Growth Rate in Prompt Management Platform Business (2021-2026)

Figure 64. Bottom-up and Top-down Approaches for This Report

Figure 65. Data Triangulation

Figure 66. Key Executives Interviewed

KEY QUESTIONS ADDRESSED BY THE REPORT

What was the global market size of Prompt Management Platform in 2026? zhanKai

The global market size of Prompt Management Platform in 2026 was 336 Million USD.

Which companies rank high in the global Prompt Management Platform market? shouQi

Which region is expected to have the highest market share? shouQi

What was the global market size of Prompt Management Platform in 2032? shouQi

What is the annual compound growth rate of the global Prompt Management Platform market size from 2026 to 2032? shouQi

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