MindMap Gallery Lecture 4 Due diligence framework and practice on operational capabilities of private equity managers
ODD (Operational Due Diligence) operational capability due diligence. This course teaches how to conduct comprehensive due diligence on private equity managers through five dimensions, including entity strength, ownership structure, related parties, compliance and internal control, and transparency.
Edited at 2024-01-28 14:24:10This is a panoramic infographic—currently sweeping across the web—illustrating the comprehensive applications of OpenClaw, a popular open-source AI agent platform. It systematically introduces this intelligent agent framework—affectionately dubbed "Lobster Farming"—helping readers quickly grasp its core value, technical features, application scenarios, and security protocols. It serves as an excellent introductory guide and practical manual.
這是一張最近風靡全網關於熱門開源AI代理平台OpenClaw的全網應用全景圖解。它系統性地介紹了這款被稱為「養龍蝦」的智慧體框架,幫助讀者快速理解其核心價值、技術特性、應用場景及安全規範,是一份極佳的入門指南與實操手冊。此圖主要針對希望利用AI建構自動化工作流程的技術從業人員、中小企業主及效率追求者,透過9大模組層層遞進,全面剖析了OpenClaw從概念到落地的整個過程。 圖中核心內容首先釐清了「養龍蝦」指涉的是OpenClawd開源智能體,並強調其本質是「AI基建」而非一般聊天機器人。隨後詳細比較其與傳統AI助理的區別,擁有記憶管理、權限控制、會話隔離和異常恢復四大基礎能力,支援跨平台存取和多模型相容(如GPT、Claude、Ollama)。同時,圖解提供了完整的部署方案(雲端/本地/Docker),並列舉了辦公室自動化、內容創作、資料收集等五大應用程式場景。此外,還展示了其火爆程度、政府與大廠佈局、安全部署建議及適合/不適合的人群分類。幫助你快速掌握OpenClaw技術架構與應用價值,指導個人或企業建構AI自動化系統,規避資料外洩與權限失控風險,是學習「執行式AI」轉型的權威參考圖譜。
本圖由萬興腦圖繪製,是針對IT研發崗位的結構化個人履歷模板,完整涵蓋求職核心資訊模組。基本資訊區包含姓名、電話、信箱、求職意願及GitHub連結;專業概要要求以2-3句提煉核心優勢;工作經驗以「公司A高級Java開發工程師」為例,以「透過(行動),達成(量化成果)」格式呈現微服務架構設計、系統效能優化、團隊技術規範制定等職責,公司B經歷則聚焦功能模組開發與Elasticsearch搜尋優化;技能專長分程式語言、後端框架、中介軟體、資料庫、容器雲等維度,清楚展示技術堆疊;專案成果以「電商平台秒殺系統」為例,說明技術棧、架構設計、個人貢獻(Redis Lua庫存原子扣減)及KPI;教育背景包含一流大學電腦專業學歷,以及AWS認證解決方案架構師、軟考中級軟體設計師證書。模板邏輯嚴謹,涵蓋IT研發求職全流程關鍵訊息,幫助求職者清晰、量化展示專業能力。
This is a panoramic infographic—currently sweeping across the web—illustrating the comprehensive applications of OpenClaw, a popular open-source AI agent platform. It systematically introduces this intelligent agent framework—affectionately dubbed "Lobster Farming"—helping readers quickly grasp its core value, technical features, application scenarios, and security protocols. It serves as an excellent introductory guide and practical manual.
這是一張最近風靡全網關於熱門開源AI代理平台OpenClaw的全網應用全景圖解。它系統性地介紹了這款被稱為「養龍蝦」的智慧體框架,幫助讀者快速理解其核心價值、技術特性、應用場景及安全規範,是一份極佳的入門指南與實操手冊。此圖主要針對希望利用AI建構自動化工作流程的技術從業人員、中小企業主及效率追求者,透過9大模組層層遞進,全面剖析了OpenClaw從概念到落地的整個過程。 圖中核心內容首先釐清了「養龍蝦」指涉的是OpenClawd開源智能體,並強調其本質是「AI基建」而非一般聊天機器人。隨後詳細比較其與傳統AI助理的區別,擁有記憶管理、權限控制、會話隔離和異常恢復四大基礎能力,支援跨平台存取和多模型相容(如GPT、Claude、Ollama)。同時,圖解提供了完整的部署方案(雲端/本地/Docker),並列舉了辦公室自動化、內容創作、資料收集等五大應用程式場景。此外,還展示了其火爆程度、政府與大廠佈局、安全部署建議及適合/不適合的人群分類。幫助你快速掌握OpenClaw技術架構與應用價值,指導個人或企業建構AI自動化系統,規避資料外洩與權限失控風險,是學習「執行式AI」轉型的權威參考圖譜。
本圖由萬興腦圖繪製,是針對IT研發崗位的結構化個人履歷模板,完整涵蓋求職核心資訊模組。基本資訊區包含姓名、電話、信箱、求職意願及GitHub連結;專業概要要求以2-3句提煉核心優勢;工作經驗以「公司A高級Java開發工程師」為例,以「透過(行動),達成(量化成果)」格式呈現微服務架構設計、系統效能優化、團隊技術規範制定等職責,公司B經歷則聚焦功能模組開發與Elasticsearch搜尋優化;技能專長分程式語言、後端框架、中介軟體、資料庫、容器雲等維度,清楚展示技術堆疊;專案成果以「電商平台秒殺系統」為例,說明技術棧、架構設計、個人貢獻(Redis Lua庫存原子扣減)及KPI;教育背景包含一流大學電腦專業學歷,以及AWS認證解決方案架構師、軟考中級軟體設計師證書。模板邏輯嚴謹,涵蓋IT研發求職全流程關鍵訊息,幫助求職者清晰、量化展示專業能力。
Due Diligence Framework and Practice for Private Equity Managers’ Operational Capabilities
introduction
Current status of the private equity industry
More but not fine, big but not strong;
A mixed bag of good and bad, real and fake private equity coexist;
Violations of laws and regulations and risks occur frequently.
Nearly half of private equity managers have less than 50 million
Current regulatory status of the private equity industry
The private equity fund industry has entered an era of standardized and strong supervision.
three stages of development
Moderate supervision, focusing on self-discipline (before 2013 Sunshine Private Equity-2018 Asset Management Regulations)
Moderately strict, sum up experience, and collide with multiple values and concepts (from the beginning of 2018 asset management regulations to 2021)
Strengthen supervision, prevent and control risks, support excellent services, and standardize development (2021-present)
Private equity managers’ “going out is greater than coming in” has initially emerged
Classification of asset management products and managers
Three-level evaluation system for private equity managers
ODD (Operational Due Diligence) operational capability due diligence
ODD framework
definition
ODD (Operational Due Diligence) refers to the operational due diligence conducted by private equity fund investors (including FOF), third-party investment consultants, rating agencies and other relevant parties on private equity funds.
Almost all content except investment research
Manager dimension
The fund manager’s equity structure, hardware facilities, system platform, financial status, compliance status, service providers, etc.
product dimension
The structure, terms, assets, liquidity, etc. of the private equity fund itself
Target
Identify fraud risks
Fraud risk refers to the risk caused by managers violating the fiduciary duty of loyalty and infringing on the rights and interests of investors through abuse of power, transfer of interests, etc.
Cases: 10 billion FOF, 3 billion private placement, LG fund misappropriation, Bayou fund fraud case.
Identify internal control risks
Internal control risk refers to risks such as business stability risk, business continuity risk, financial risk, compliance risk, liquidity risk and other risks caused by the manager's breach of fiduciary duty of care due to chaotic organizational structure and weak internal control management.
Case: The tens of billions of private placement YX bonds have been hit hard one after another, and the Bahrain Bank and Everbright Securities self-reporting incidents
Comparison: The connotation of ODD is richer than compliance, risk control and internal control assessment.
Building Principles
1. Comprehensive evaluation principle
2. Principle of regular review
3. Cost-effectiveness adaptation principle
4. Cross-validation principle
5. Principle of transparency
6. Principle of market adaptation
7. The principle of evolution
8. One-vote veto principle
due diligence method
Written due diligence
Written material verification
Due diligence questionnaire, anti-money laundering questionnaire, promotional materials (if any), official website introduction, licenses, audit reports, association credit reports, systems, internal control self-examination reports (if any), regulatory documents (if any), etc.
Public information verification
National corporate credit disclosure system, information disclosure on the Fund Industry Association website, China Judgments Network, People's Court Announcement Network, China Enforcement Information Disclosure Network, Credit China website, securities and futures market breach of trust record inquiry platform, China Securities Regulatory Commission website, exchange website, etc. and internal database
On-site due diligence
On-site visit
Office environment (such as office space, whether it is independent and stable, scale, staffing, equipment, corporate culture, etc.), transaction process, risk control system operation, isolation of related parties, original certificates and awards, etc.
Personnel interviews
Focusing on key points such as ownership structure, organizational structure, professionalism of compliance and risk control personnel, effectiveness of risk control, implementation of internal control, negative issues, etc., focus on cross-verification of different interviewees
Assessment criteria (coinciding with regulatory policies)
ODD points
Subject strength
Equity structure
The equity structure requirements for newly registered private equity fund managers have increased year by year, moving closer to licensed institutions.
2014
Registered shareholder
2018
Major shareholders and actual controllers have been stable for 3 years
2019
Holding on behalf of others is strictly prohibited
2021
Circulation, cross-investment, and complex structures are prohibited
2023
Limited experience and position
The equity structures of surviving private equity fund managers are complex and diverse.
private
personal control
Wholly owned holding ≥90%
One share dominates ≥67%
Absolute holding >50%
Dispersion balance ≤50%
Team control
Group control
external control
State-owned assets
foreign investment
Assessment Points 1
Shareholder qualifications
Qualifications and employment status of natural persons, and organizational strength
Is it clear?
Structural complexity, rationality, whether it can be penetrated and identified, and whether there is an agent
Is it stable?
Whether the identity ratio is reasonable, whether there is an incentive function, whether it is too centralized or decentralized, whether there are frequent changes, whether there is pledge freezing and gambling, whether there are equity disputes
Registration requirements
The capital contribution structure of a private equity fund manager should be concise, clear, and stable. There should be no excessive levels, complex structure, etc. Without reasonable reasons, a nested structure of two or more layers should not be established through special purpose vehicles, and no nested structure of two levels or more should be established through the establishment of special purpose vehicles. Ways to circumvent the financial, integrity and professional capabilities and other relevant requirements for shareholders, partners, and actual controllers.
The actual controller must not have any relevant experience in operating, managing or engaging in asset management, investment, related industries, etc., or the relevant experience must be less than 5 years.
If the actual controller is a natural person, he shall serve as the legal representative, senior manager or executive partner of the private equity fund manager and his or her designated representative, unless otherwise provided.
The legal representative, executive partners and their appointed representatives, and senior managers responsible for investment management shall collectively hold a certain proportion of equity or property shares of the private equity fund manager, and the total paid-in capital shall not be less than the actual paid-in capital of the private equity fund manager. 20% of capital. Or not less than 20% (2 million yuan) of the minimum paid-in monetary capital (10 million yuan).
Assessment Points 2
Rejection of agency holding: Risks of agency holding of equity
Moral Hazard
Responsibilities cannot be traced, and "negative incentives" are lacking; disclosure of major related transactions is avoided, and conflicts of interest and interest transfer are prone to occur.
Assess tracking risks
Due diligence lacks transparency, making it difficult to understand and verify the true investment status and governance structure. Major equity and personnel changes can avoid disclosure and cannot provide early warning.
stability risk
The agent holder arbitrarily disposes (transfers, pledges) the equity held by the agent, or the equity is frozen or executed, causing negative situations such as changes in the manager's actual equity or equity disputes, affecting the continuity and stability of the manager's operations.
Compliance risk
Violation of the registration instructions for private equity fund managers is strictly prohibited from the requirements for entrustment and anti-money laundering penetration to identify the ultimate beneficiary.
Pledge freeze suspended
Rejection of recurring investment
Related party
Compliance and internal control
transparency