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AskOak™ | AI-driven Research Lab for Investment industry pay

Important - Directional Estimates Only

AskOak is an AI-driven analytical platform that uses statistical modeling of public data to generate directional compensation insights for institutional investment offices and mission-driven investors. 


AskOak Pay Predictors are derived from statistical models of publicly available data (e.g., job postings, Form 990 disclosures, government filings, annual reports, and proxy statements) and are intended for general reference purposes only. They are not a substitute for professionally administered industry compensation surveys. No client data was used in their development or validation. 

AskOak: AI Pay Predictor

Important Notice

The AskOak Pay Predictor, Incentive Pool Model, and associated datasets are provided for informational and illustrative purposes only. Outputs are model-based estimates derived from publicly available data sources, including IRS Form 990 filings, SEC disclosures, and other public information. These sources have not been independently verified and may contain inaccuracies or inconsistencies.


The models reflect generalized assumptions about industry economics, including relationships between market performance, assets under management, revenue, and compensation practices. Actual outcomes will vary materially based on firm-specific factors such as investment strategy, fee structure, net flows, operating leverage, governance decisions, and discretion applied by management and boards.


These tools and datasets are not intended to serve as a primary compensation benchmark or as a substitute for tailored analysis, professional advice, or comprehensive compensation surveys. Outputs should not be relied upon as the sole basis for compensation decisions.


Data Downloads — Terms of Use

The proxy data, IRS Form 990 data, Canadian fund disclosures, and other downloadable materials (the “Data”) are compiled from publicly available sources and provided for convenience only. The Data has not been independently audited or verified and may contain errors, omissions, or inconsistencies.


By downloading or using the Data, you agree to the following:

  • The Data is provided for informational use only and does not constitute a compensation survey, market benchmark, or professional advice. 
  • Users are solely responsible for validating any information prior to use in analysis or decision-making. 
  • The structure, compilation, and organization of the Data are proprietary to Michael Oak Advisors. 


The following uses are prohibited:

  • Copying, redistributing, or publishing the Data in whole or in substantial part 
  • Creating derivative datasets, benchmarks, or commercial products 
  • Reverse engineering the methodology or attempting to replicate the dataset 
  • Using the Data to train, fine-tune, or otherwise support artificial intelligence or machine learning models 


Michael Oak Advisors disclaims all liability for any decisions or actions taken based on the use of the Data.


Use of the Data constitutes acceptance of these terms.

Use of the Data constitutes acceptance of these terms.

By downloading, I agree to the above terms and conditions.

Canadian Funds CD&A Database (March 2026) (xlsx)

Download

Proxy CD&A - Trad and Alt Managers Database (March 2026) (xlsx)

Download

990 Inv Mgmt Compensation Database (April 2026) (xlsx)

Download

AskOak Pay Predictor (April 2026) (xlsx)

Download
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